Annual Meeting of the Association for Computational Linguistics (2013)


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Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

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Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Hinrich Schuetze | Pascale Fung | Massimo Poesio

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A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation
Yang Liu

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Integrating Translation Memory into Phrase-Based Machine Translation during Decoding
Kun Wang | Chengqing Zong | Keh-Yih Su

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Training Nondeficient Variants of IBM-3 and IBM-4 for Word Alignment
Thomas Schoenemann

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Modelling Annotator Bias with Multi-task Gaussian Processes: An Application to Machine Translation Quality Estimation
Trevor Cohn | Lucia Specia

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Smoothed marginal distribution constraints for language modeling
Brian Roark | Cyril Allauzen | Michael Riley

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Grounded Language Learning from Video Described with Sentences
Haonan Yu | Jeffrey Mark Siskind

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Plurality, Negation, and Quantification:Towards Comprehensive Quantifier Scope Disambiguation
Mehdi Manshadi | Daniel Gildea | James Allen

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Joint Event Extraction via Structured Prediction with Global Features
Qi Li | Heng Ji | Liang Huang

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Language-Independent Discriminative Parsing of Temporal Expressions
Gabor Angeli | Jakob Uszkoreit

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Graph-based Local Coherence Modeling
Camille Guinaudeau | Michael Strube

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Recognizing Rare Social Phenomena in Conversation: Empowerment Detection in Support Group Chatrooms
Elijah Mayfield | David Adamson | Carolyn Penstein Rosé

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Decentralized Entity-Level Modeling for Coreference Resolution
Greg Durrett | David Hall | Dan Klein

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Chinese Parsing Exploiting Characters
Meishan Zhang | Yue Zhang | Wanxiang Che | Ting Liu

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A Transition-Based Dependency Parser Using a Dynamic Parsing Strategy
Francesco Sartorio | Giorgio Satta | Joakim Nivre

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General binarization for parsing and translation
Matthias Büchse | Alexander Koller | Heiko Vogler

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Distortion Model Considering Rich Context for Statistical Machine Translation
Isao Goto | Masao Utiyama | Eiichiro Sumita | Akihiro Tamura | Sadao Kurohashi

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Word Alignment Modeling with Context Dependent Deep Neural Network
Nan Yang | Shujie Liu | Mu Li | Ming Zhou | Nenghai Yu

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Microblogs as Parallel Corpora
Wang Ling | Guang Xiang | Chris Dyer | Alan Black | Isabel Trancoso

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Improved Bayesian Logistic Supervised Topic Models with Data Augmentation
Jun Zhu | Xun Zheng | Bo Zhang

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Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning
Miguel Almeida | André Martins

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Unsupervised Transcription of Historical Documents
Taylor Berg-Kirkpatrick | Greg Durrett | Dan Klein

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Adapting Discriminative Reranking to Grounded Language Learning
Joohyun Kim | Raymond Mooney

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Universal Conceptual Cognitive Annotation (UCCA)
Omri Abend | Ari Rappoport

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Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media
Weiwei Guo | Hao Li | Heng Ji | Mona Diab

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A computational approach to politeness with application to social factors
Cristian Danescu-Niculescu-Mizil | Moritz Sudhof | Dan Jurafsky | Jure Leskovec | Christopher Potts

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Modeling Thesis Clarity in Student Essays
Isaac Persing | Vincent Ng

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Translating Italian connectives into Italian Sign Language
Camillo Lugaresi | Barbara Di Eugenio

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Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing
David Mareček | Milan Straka

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Transfer Learning for Constituency-Based Grammars
Yuan Zhang | Regina Barzilay | Amir Globerson

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A Context Free TAG Variant
Ben Swanson | Elif Yamangil | Eugene Charniak | Stuart Shieber

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Fast and Adaptive Online Training of Feature-Rich Translation Models
Spence Green | Sida Wang | Daniel Cer | Christopher D. Manning

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Advancements in Reordering Models for Statistical Machine Translation
Minwei Feng | Jan-Thorsten Peter | Hermann Ney

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A Markov Model of Machine Translation using Non-parametric Bayesian Inference
Yang Feng | Trevor Cohn

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Scaling Semi-supervised Naive Bayes with Feature Marginals
Michael Lucas | Doug Downey

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Learning Latent Personas of Film Characters
David Bamman | Brendan O’Connor | Noah A. Smith

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Scalable Decipherment for Machine Translation via Hash Sampling
Sujith Ravi

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Automatic Interpretation of the English Possessive
Stephen Tratz | Eduard Hovy

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Is a 204 cm Man Tall or Small ? Acquisition of Numerical Common Sense from the Web
Katsuma Narisawa | Yotaro Watanabe | Junta Mizuno | Naoaki Okazaki | Kentaro Inui

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Probabilistic Domain Modelling With Contextualized Distributional Semantic Vectors
Jackie Chi Kit Cheung | Gerald Penn

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Extracting bilingual terminologies from comparable corpora
Ahmet Aker | Monica Paramita | Rob Gaizauskas

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The Haves and the Have-Nots: Leveraging Unlabelled Corpora for Sentiment Analysis
Kashyap Popat | Balamurali A.R | Pushpak Bhattacharyya | Gholamreza Haffari

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Large-scale Semantic Parsing via Schema Matching and Lexicon Extension
Qingqing Cai | Alexander Yates

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Fast and Accurate Shift-Reduce Constituent Parsing
Muhua Zhu | Yue Zhang | Wenliang Chen | Min Zhang | Jingbo Zhu

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Nonconvex Global Optimization for Latent-Variable Models
Matthew R. Gormley | Jason Eisner

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Parsing with Compositional Vector Grammars
Richard Socher | John Bauer | Christopher D. Manning | Andrew Y. Ng

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Discriminative state tracking for spoken dialog systems
Angeliki Metallinou | Dan Bohus | Jason Williams

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Leveraging Synthetic Discourse Data via Multi-task Learning for Implicit Discourse Relation Recognition
Man Lan | Yu Xu | Zhengyu Niu

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Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis
Shafiq Joty | Giuseppe Carenini | Raymond Ng | Yashar Mehdad

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Improving pairwise coreference models through feature space hierarchy learning
Emmanuel Lassalle | Pascal Denis

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Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval
K. Tamsin Maxwell | Jon Oberlander | W. Bruce Croft

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Coordination Structures in Dependency Treebanks
Martin Popel | David Mareček | Jan Štěpánek | Daniel Zeman | Zdeněk Žabokrtský

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GlossBoot: Bootstrapping Multilingual Domain Glossaries from the Web
Flavio De Benedictis | Stefano Faralli | Roberto Navigli

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Collective Annotation of Linguistic Resources: Basic Principles and a Formal Model
Ulle Endriss | Raquel Fernández

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ParGramBank: The ParGram Parallel Treebank
Sebastian Sulger | Miriam Butt | Tracy Holloway King | Paul Meurer | Tibor Laczkó | György Rákosi | Cheikh Bamba Dione | Helge Dyvik | Victoria Rosén | Koenraad De Smedt | Agnieszka Patejuk | Özlem Çetinoğlu | I Wayan Arka | Meladel Mistica

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Identifying Bad Semantic Neighbors for Improving Distributional Thesauri
Olivier Ferret

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Models of Semantic Representation with Visual Attributes
Carina Silberer | Vittorio Ferrari | Mirella Lapata

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Real-World Semi-Supervised Learning of POS-Taggers for Low-Resource Languages
Dan Garrette | Jason Mielens | Jason Baldridge

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Using subcategorization knowledge to improve case prediction for translation to German
Marion Weller | Alexander Fraser | Sabine Schulte im Walde

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Name-aware Machine Translation
Haibo Li | Jing Zheng | Heng Ji | Qi Li | Wen Wang

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Decipherment Complexity in 1:1 Substitution Ciphers
Malte Nuhn | Hermann Ney

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Non-Monotonic Sentence Alignment via Semisupervised Learning
Xiaojun Quan | Chunyu Kit | Yan Song

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Bootstrapping Entity Translation on Weakly Comparable Corpora
Taesung Lee | Seung-won Hwang

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Transfer Learning Based Cross-lingual Knowledge Extraction for Wikipedia
Zhigang Wang | Zhixing Li | Juanzi Li | Jie Tang | Jeff Z. Pan

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Bridging Languages through Etymology: The case of cross language text categorization
Vivi Nastase | Carlo Strapparava

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Creating Similarity: Lateral Thinking for Vertical Similarity Judgments
Tony Veale | Guofu Li

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Discovering User Interactions in Ideological Discussions
Arjun Mukherjee | Bing Liu

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Multilingual Affect Polarity and Valence Prediction in Metaphor-Rich Texts
Zornitsa Kozareva

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Large tagset labeling using Feed Forward Neural Networks. Case study on Romanian Language
Tiberiu Boros | Radu Ion | Dan Tufis

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Learning to lemmatise Polish noun phrases
Adam Radziszewski

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Using Conceptual Class Attributes to Characterize Social Media Users
Shane Bergsma | Benjamin Van Durme

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The Impact of Topic Bias on Quality Flaw Prediction in Wikipedia
Oliver Ferschke | Iryna Gurevych | Marc Rittberger

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Mining Informal Language from Chinese Microtext: Joint Word Recognition and Segmentation
Aobo Wang | Min-Yen Kan

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Generating Synthetic Comparable Questions for News Articles
Oleg Rokhlenko | Idan Szpektor

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Punctuation Prediction with Transition-based Parsing
Dongdong Zhang | Shuangzhi Wu | Nan Yang | Mu Li

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Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study
Wenbin Jiang | Meng Sun | Yajuan Lü | Yating Yang | Qun Liu

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Graph-based Semi-Supervised Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging
Xiaodong Zeng | Derek F. Wong | Lidia S. Chao | Isabel Trancoso

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An Infinite Hierarchical Bayesian Model of Phrasal Translation
Trevor Cohn | Gholamreza Haffari

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Additive Neural Networks for Statistical Machine Translation
Lemao Liu | Taro Watanabe | Eiichiro Sumita | Tiejun Zhao

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Hierarchical Phrase Table Combination for Machine Translation
Conghui Zhu | Taro Watanabe | Eiichiro Sumita | Tiejun Zhao

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Shallow Local Multi-Bottom-up Tree Transducers in Statistical Machine Translation
Fabienne Braune | Nina Seemann | Daniel Quernheim | Andreas Maletti

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Enlisting the Ghost: Modeling Empty Categories for Machine Translation
Bing Xiang | Xiaoqiang Luo | Bowen Zhou

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A Multi-Domain Translation Model Framework for Statistical Machine Translation
Rico Sennrich | Holger Schwenk | Walid Aransa

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Part-of-Speech Induction in Dependency Trees for Statistical Machine Translation
Akihiro Tamura | Taro Watanabe | Eiichiro Sumita | Hiroya Takamura | Manabu Okumura

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Statistical Machine Translation Improves Question Retrieval in Community Question Answering via Matrix Factorization
Guangyou Zhou | Fang Liu | Yang Liu | Shizhu He | Jun Zhao

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Improved Lexical Acquisition through DPP-based Verb Clustering
Roi Reichart | Anna Korhonen

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Semantic Frames to Predict Stock Price Movement
Boyi Xie | Rebecca J. Passonneau | Leon Wu | Germán G. Creamer

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Density Maximization in Context-Sense Metric Space for All-words WSD
Koichi Tanigaki | Mitsuteru Shiba | Tatsuji Munaka | Yoshinori Sagisaka

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The Role of Syntax in Vector Space Models of Compositional Semantics
Karl Moritz Hermann | Phil Blunsom

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Margin-based Decomposed Amortized Inference
Gourab Kundu | Vivek Srikumar | Dan Roth

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Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression
Asli Celikyilmaz | Dilek Hakkani-Tur | Gokhan Tur | Ruhi Sarikaya

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Parsing Graphs with Hyperedge Replacement Grammars
David Chiang | Jacob Andreas | Daniel Bauer | Karl Moritz Hermann | Bevan Jones | Kevin Knight

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Grounded Unsupervised Semantic Parsing
Hoifung Poon

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Automatic detection of deception in child-produced speech using syntactic complexity features
Maria Yancheva | Frank Rudzicz

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Sentiment Relevance
Christian Scheible | Hinrich Schütze

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Predicting and Eliciting Addressee’s Emotion in Online Dialogue
Takayuki Hasegawa | Nobuhiro Kaji | Naoki Yoshinaga | Masashi Toyoda

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Utterance-Level Multimodal Sentiment Analysis
Verónica Pérez-Rosas | Rada Mihalcea | Louis-Philippe Morency

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Probabilistic Sense Sentiment Similarity through Hidden Emotions
Mitra Mohtarami | Man Lan | Chew Lim Tan

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A user-centric model of voting intention from Social Media
Vasileios Lampos | Daniel Preoţiuc-Pietro | Trevor Cohn

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Using Supervised Bigram-based ILP for Extractive Summarization
Chen Li | Xian Qian | Yang Liu

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Summarization Through Submodularity and Dispersion
Anirban Dasgupta | Ravi Kumar | Sujith Ravi

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Subtree Extractive Summarization via Submodular Maximization
Hajime Morita | Ryohei Sasano | Hiroya Takamura | Manabu Okumura

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The effect of non-tightness on Bayesian estimation of PCFGs
Shay B. Cohen | Mark Johnson

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Integrating Multiple Dependency Corpora for Inducing Wide-coverage Japanese CCG Resources
Sumire Uematsu | Takuya Matsuzaki | Hiroki Hanaoka | Yusuke Miyao | Hideki Mima

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Transition-based Dependency Parsing with Selectional Branching
Jinho D. Choi | Andrew McCallum

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Bilingually-Guided Monolingual Dependency Grammar Induction
Kai Liu | Yajuan Lü | Wenbin Jiang | Qun Liu

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Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition
Mengqiu Wang | Wanxiang Che | Christopher D. Manning

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Resolving Entity Morphs in Censored Data
Hongzhao Huang | Zhen Wen | Dian Yu | Heng Ji | Yizhou Sun | Jiawei Han | He Li

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Learning to Extract International Relations from Political Context
Brendan O’Connor | Brandon M. Stewart | Noah A. Smith

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Graph Propagation for Paraphrasing Out-of-Vocabulary Words in Statistical Machine Translation
Majid Razmara | Maryam Siahbani | Reza Haffari | Anoop Sarkar

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Online Relative Margin Maximization for Statistical Machine Translation
Vladimir Eidelman | Yuval Marton | Philip Resnik

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Handling Ambiguities of Bilingual Predicate-Argument Structures for Statistical Machine Translation
Feifei Zhai | Jiajun Zhang | Yu Zhou | Chengqing Zong

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Reconstructing an Indo-European Family Tree from Non-native English Texts
Ryo Nagata | Edward Whittaker

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Word Association Profiles and their Use for Automated Scoring of Essays
Beata Beigman Klebanov | Michael Flor

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Adaptive Parser-Centric Text Normalization
Congle Zhang | Tyler Baldwin | Howard Ho | Benny Kimelfeld | Yunyao Li

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A Random Walk Approach to Selectional Preferences Based on Preference Ranking and Propagation
Zhenhua Tian | Hengheng Xiang | Ziqi Liu | Qinghua Zheng

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ImpAr: A Deterministic Algorithm for Implicit Semantic Role Labelling
Egoitz Laparra | German Rigau

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Cross-lingual Transfer of Semantic Role Labeling Models
Mikhail Kozhevnikov | Ivan Titov

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DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German
Britta Zeller | Jan Šnajder | Sebastian Padó

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Crowdsourcing Interaction Logs to Understand Text Reuse from the Web
Martin Potthast | Matthias Hagen | Michael Völske | Benno Stein

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SPred: Large-scale Harvesting of Semantic Predicates
Tiziano Flati | Roberto Navigli

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Towards Robust Abstractive Multi-Document Summarization: A Caseframe Analysis of Centrality and Domain
Jackie Chi Kit Cheung | Gerald Penn

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HEADY: News headline abstraction through event pattern clustering
Enrique Alfonseca | Daniele Pighin | Guillermo Garrido

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Conditional Random Fields for Responsive Surface Realisation using Global Features
Nina Dethlefs | Helen Hastie | Heriberto Cuayáhuitl | Oliver Lemon

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Two-Neighbor Orientation Model with Cross-Boundary Global Contexts
Hendra Setiawan | Bowen Zhou | Bing Xiang | Libin Shen

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Cut the noise: Mutually reinforcing reordering and alignments for improved machine translation
Karthik Visweswariah | Mitesh M. Khapra | Ananthakrishnan Ramanathan

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Vector Space Model for Adaptation in Statistical Machine Translation
Boxing Chen | Roland Kuhn | George Foster

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From Natural Language Specifications to Program Input Parsers
Tao Lei | Fan Long | Regina Barzilay | Martin Rinard

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Entity Linking for Tweets
Xiaohua Liu | Yitong Li | Haocheng Wu | Ming Zhou | Furu Wei | Yi Lu

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Identification of Speakers in Novels
Hua He | Denilson Barbosa | Grzegorz Kondrak

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Language Acquisition and Probabilistic Models: keeping it simple
Aline Villavicencio | Marco Idiart | Robert Berwick | Igor Malioutov

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A Two Level Model for Context Sensitive Inference Rules
Oren Melamud | Jonathan Berant | Ido Dagan | Jacob Goldberger | Idan Szpektor

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Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity
Mohammad Taher Pilehvar | David Jurgens | Roberto Navigli

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Linking and Extending an Open Multilingual Wordnet
Francis Bond | Ryan Foster

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FrameNet on the Way to Babel: Creating a Bilingual FrameNet Using Wiktionary as Interlingual Connection
Silvana Hartmann | Iryna Gurevych

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Dirt Cheap Web-Scale Parallel Text from the Common Crawl
Jason R. Smith | Herve Saint-Amand | Magdalena Plamada | Philipp Koehn | Chris Callison-Burch | Adam Lopez

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A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization
Lu Wang | Hema Raghavan | Vittorio Castelli | Radu Florian | Claire Cardie

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Domain-Independent Abstract Generation for Focused Meeting Summarization
Lu Wang | Claire Cardie

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A Statistical NLG Framework for Aggregated Planning and Realization
Ravi Kondadadi | Blake Howald | Frank Schilder

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Models of Translation Competitions
Mark Hopkins | Jonathan May

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Learning a Phrase-based Translation Model from Monolingual Data with Application to Domain Adaptation
Jiajun Zhang | Chengqing Zong

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SenseSpotting: Never let your parallel data tie you to an old domain
Marine Carpuat | Hal Daumé III | Katharine Henry | Ann Irvine | Jagadeesh Jagarlamudi | Rachel Rudinger

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BRAINSUP: Brainstorming Support for Creative Sentence Generation
Gözde Özbal | Daniele Pighin | Carlo Strapparava

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Grammatical Error Correction Using Integer Linear Programming
Yuanbin Wu | Hwee Tou Ng

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Text-Driven Toponym Resolution using Indirect Supervision
Michael Speriosu | Jason Baldridge

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Argument Inference from Relevant Event Mentions in Chinese Argument Extraction
Peifeng Li | Qiaoming Zhu | Guodong Zhou

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Fine-grained Semantic Typing of Emerging Entities
Ndapandula Nakashole | Tomasz Tylenda | Gerhard Weikum

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Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction
Barbara Plank | Alessandro Moschitti

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A joint model of word segmentation and phonological variation for English word-final /t/-deletion
Benjamin Börschinger | Mark Johnson | Katherine Demuth

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Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics
Angeliki Lazaridou | Marco Marelli | Roberto Zamparelli | Marco Baroni

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Unsupervised Consonant-Vowel Prediction over Hundreds of Languages
Young-Bum Kim | Benjamin Snyder

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Improving Text Simplification Language Modeling Using Unsimplified Text Data
David Kauchak

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Combining Referring Expression Generation and Surface Realization: A Corpus-Based Investigation of Architectures
Sina Zarrieß | Jonas Kuhn

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Named Entity Recognition using Cross-lingual Resources: Arabic as an Example
Kareem Darwish

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Beam Search for Solving Substitution Ciphers
Malte Nuhn | Julian Schamper | Hermann Ney

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Social Text Normalization using Contextual Graph Random Walks
Hany Hassan | Arul Menezes

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Integrating Phrase-based Reordering Features into a Chart-based Decoder for Machine Translation
ThuyLinh Nguyen | Stephan Vogel

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Machine Translation Detection from Monolingual Web-Text
Yuki Arase | Ming Zhou

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Paraphrase-Driven Learning for Open Question Answering
Anthony Fader | Luke Zettlemoyer | Oren Etzioni

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Aid is Out There: Looking for Help from Tweets during a Large Scale Disaster
István Varga | Motoki Sano | Kentaro Torisawa | Chikara Hashimoto | Kiyonori Ohtake | Takao Kawai | Jong-Hoon Oh | Stijn De Saeger

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A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations
Angeliki Lazaridou | Ivan Titov | Caroline Sporleder

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Joint Inference for Fine-grained Opinion Extraction
Bishan Yang | Claire Cardie

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Linguistic Models for Analyzing and Detecting Biased Language
Marta Recasens | Cristian Danescu-Niculescu-Mizil | Dan Jurafsky

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Evaluating a City Exploration Dialogue System with Integrated Question-Answering and Pedestrian Navigation
Srinivasan Janarthanam | Oliver Lemon | Phil Bartie | Tiphaine Dalmas | Anna Dickinson | Xingkun Liu | William Mackaness | Bonnie Webber

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Lightly Supervised Learning of Procedural Dialog Systems
Svitlana Volkova | Pallavi Choudhury | Chris Quirk | Bill Dolan | Luke Zettlemoyer

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Public Dialogue: Analysis of Tolerance in Online Discussions
Arjun Mukherjee | Vivek Venkataraman | Bing Liu | Sharon Meraz

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Offspring from Reproduction Problems: What Replication Failure Teaches Us
Antske Fokkens | Marieke van Erp | Marten Postma | Ted Pedersen | Piek Vossen | Nuno Freire

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Evaluating Text Segmentation using Boundary Edit Distance
Chris Fournier

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Crowd Prefers the Middle Path: A New IAA Metric for Crowdsourcing Reveals Turker Biases in Query Segmentation
Rohan Ramanath | Monojit Choudhury | Kalika Bali | Rishiraj Saha Roy

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Deceptive Answer Prediction with User Preference Graph
Fangtao Li | Yang Gao | Shuchang Zhou | Xiance Si | Decheng Dai

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Why-Question Answering using Intra- and Inter-Sentential Causal Relations
Jong-Hoon Oh | Kentaro Torisawa | Chikara Hashimoto | Motoki Sano | Stijn De Saeger | Kiyonori Ohtake

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Question Answering Using Enhanced Lexical Semantic Models
Wen-tau Yih | Ming-Wei Chang | Christopher Meek | Andrzej Pastusiak

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Syntactic Patterns versus Word Alignment: Extracting Opinion Targets from Online Reviews
Kang Liu | Liheng Xu | Jun Zhao

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Mining Opinion Words and Opinion Targets in a Two-Stage Framework
Liheng Xu | Kang Liu | Siwei Lai | Yubo Chen | Jun Zhao

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Connotation Lexicon: A Dash of Sentiment Beneath the Surface Meaning
Song Feng | Jun Seok Kang | Polina Kuznetsova | Yejin Choi


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Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
Hinrich Schuetze | Pascale Fung | Massimo Poesio

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Translating Dialectal Arabic to English
Hassan Sajjad | Kareem Darwish | Yonatan Belinkov

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Exact Maximum Inference for the Fertility Hidden Markov Model
Chris Quirk

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A Tale about PRO and Monsters
Preslav Nakov | Francisco Guzmán | Stephan Vogel

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Supervised Model Learning with Feature Grouping based on a Discrete Constraint
Jun Suzuki | Masaaki Nagata

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Exploiting Topic based Twitter Sentiment for Stock Prediction
Jianfeng Si | Arjun Mukherjee | Bing Liu | Qing Li | Huayi Li | Xiaotie Deng

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Learning Entity Representation for Entity Disambiguation
Zhengyan He | Shujie Liu | Mu Li | Ming Zhou | Longkai Zhang | Houfeng Wang

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Natural Language Models for Predicting Programming Comments
Dana Movshovitz-Attias | William W. Cohen

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Paraphrasing Adaptation for Web Search Ranking
Chenguang Wang | Nan Duan | Ming Zhou | Ming Zhang

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Semantic Parsing as Machine Translation
Jacob Andreas | Andreas Vlachos | Stephen Clark

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A relatedness benchmark to test the role of determiners in compositional distributional semantics
Raffaella Bernardi | Georgiana Dinu | Marco Marelli | Marco Baroni

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An Empirical Study on Uncertainty Identification in Social Media Context
Zhongyu Wei | Junwen Chen | Wei Gao | Binyang Li | Lanjun Zhou | Yulan He | Kam-Fai Wong

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PARMA: A Predicate Argument Aligner
Travis Wolfe | Benjamin Van Durme | Mark Dredze | Nicholas Andrews | Charley Beller | Chris Callison-Burch | Jay DeYoung | Justin Snyder | Jonathan Weese | Tan Xu | Xuchen Yao

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Aggregated Word Pair Features for Implicit Discourse Relation Disambiguation
Or Biran | Kathleen McKeown

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Implicatures and Nested Beliefs in Approximate Decentralized-POMDPs
Adam Vogel | Christopher Potts | Dan Jurafsky

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Domain-Specific Coreference Resolution with Lexicalized Features
Nathan Gilbert | Ellen Riloff

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Learning to Order Natural Language Texts
Jiwei Tan | Xiaojun Wan | Jianguo Xiao

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Universal Dependency Annotation for Multilingual Parsing
Ryan McDonald | Joakim Nivre | Yvonne Quirmbach-Brundage | Yoav Goldberg | Dipanjan Das | Kuzman Ganchev | Keith Hall | Slav Petrov | Hao Zhang | Oscar Täckström | Claudia Bedini | Núria Bertomeu Castelló | Jungmee Lee

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An Empirical Examination of Challenges in Chinese Parsing
Jonathan K. Kummerfeld | Daniel Tse | James R. Curran | Dan Klein

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Joint Inference for Heterogeneous Dependency Parsing
Guangyou Zhou | Jun Zhao

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Easy-First POS Tagging and Dependency Parsing with Beam Search
Ji Ma | Jingbo Zhu | Tong Xiao | Nan Yang

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Arguments and Modifiers from the Learner’s Perspective
Leon Bergen | Edward Gibson | Timothy J. O’Donnell

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Benefactive/Malefactive Event and Writer Attitude Annotation
Lingjia Deng | Yoonjung Choi | Janyce Wiebe

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GuiTAR-based Pronominal Anaphora Resolution in Bengali
Apurbalal Senapati | Utpal Garain

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A Decade of Automatic Content Evaluation of News Summaries: Reassessing the State of the Art
Peter A. Rankel | John M. Conroy | Hoa Trang Dang | Ani Nenkova

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On the Predictability of Human Assessment: when Matrix Completion Meets NLP Evaluation
Guillaume Wisniewski

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Automated Pyramid Scoring of Summaries using Distributional Semantics
Rebecca J. Passonneau | Emily Chen | Weiwei Guo | Dolores Perin

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Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?
Romain Deveaud | Eric SanJuan | Patrice Bellot

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Post-Retrieval Clustering Using Third-Order Similarity Measures
José G. Moreno | Gaël Dias | Guillaume Cleuziou

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Automatic Coupling of Answer Extraction and Information Retrieval
Xuchen Yao | Benjamin Van Durme | Peter Clark

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An improved MDL-based compression algorithm for unsupervised word segmentation
Ruey-Cheng Chen

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Co-regularizing character-based and word-based models for semi-supervised Chinese word segmentation
Xiaodong Zeng | Derek F. Wong | Lidia S. Chao | Isabel Trancoso

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Improving Chinese Word Segmentation on Micro-blog Using Rich Punctuations
Longkai Zhang | Li Li | Zhengyan He | Houfeng Wang | Ni Sun

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Accurate Word Segmentation using Transliteration and Language Model Projection
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Broadcast News Story Segmentation Using Manifold Learning on Latent Topic Distributions
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Is word-to-phone mapping better than phone-phone mapping for handling English words?
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Enriching Entity Translation Discovery using Selective Temporality
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Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling
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Latent Semantic Matching: Application to Cross-language Text Categorization without Alignment Information
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TopicSpam: a Topic-Model based approach for spam detection
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Semantic Neighborhoods as Hypergraphs
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Unsupervised joke generation from big data
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Modeling of term-distance and term-occurrence information for improving n-gram language model performance
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Discriminative Approach to Fill-in-the-Blank Quiz Generation for Language Learners
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“Let Everything Turn Well in Your Wife”: Generation of Adult Humor Using Lexical Constraints
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Random Walk Factoid Annotation for Collective Discourse
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Identifying English and Hungarian Light Verb Constructions: A Contrastive Approach
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English-to-Russian MT evaluation campaign
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IndoNet: A Multilingual Lexical Knowledge Network for Indian Languages
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Building Japanese Textual Entailment Specialized Data Sets for Inference of Basic Sentence Relations
Kimi Kaneko | Yusuke Miyao | Daisuke Bekki

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Building Comparable Corpora Based on Bilingual LDA Model
Zede Zhu | Miao Li | Lei Chen | Zhenxin Yang

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Using Lexical Expansion to Learn Inference Rules from Sparse Data
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Mining Equivalent Relations from Linked Data
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Context-Dependent Multilingual Lexical Lookup for Under-Resourced Languages
Lian Tze Lim | Lay-Ki Soon | Tek Yong Lim | Enya Kong Tang | Bali Ranaivo-Malançon

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Sorani Kurdish versus Kurmanji Kurdish: An Empirical Comparison
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Enhanced and Portable Dependency Projection Algorithms Using Interlinear Glossed Text
Ryan Georgi | Fei Xia | William D. Lewis

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Cross-lingual Projections between Languages from Different Families
Mo Yu | Tiejun Zhao | Yalong Bai | Hao Tian | Dianhai Yu

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Using Context Vectors in Improving a Machine Translation System with Bridge Language
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Task Alternation in Parallel Sentence Retrieval for Twitter Translation
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Sign Language Lexical Recognition With Propositional Dynamic Logic
Arturo Curiel | Christophe Collet

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Stacking for Statistical Machine Translation
Majid Razmara | Anoop Sarkar

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Bilingual Data Cleaning for SMT using Graph-based Random Walk
Lei Cui | Dongdong Zhang | Shujie Liu | Mu Li | Ming Zhou

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Automatically Predicting Sentence Translation Difficulty
Abhijit Mishra | Pushpak Bhattacharyya | Michael Carl

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Learning to Prune: Context-Sensitive Pruning for Syntactic MT
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A Novel Graph-based Compact Representation of Word Alignment
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Stem Translation with Affix-Based Rule Selection for Agglutinative Languages
Zhiyang Wang | Yajuan Lü | Meng Sun | Qun Liu

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A Novel Translation Framework Based on Rhetorical Structure Theory
Mei Tu | Yu Zhou | Chengqing Zong

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Improving machine translation by training against an automatic semantic frame based evaluation metric
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Bilingual Lexical Cohesion Trigger Model for Document-Level Machine Translation
Guosheng Ben | Deyi Xiong | Zhiyang Teng | Yajuan Lü | Qun Liu

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Generalized Reordering Rules for Improved SMT
Fei Huang | Cezar Pendus

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A Tightly-coupled Unsupervised Clustering and Bilingual Alignment Model for Transliteration
Tingting Li | Tiejun Zhao | Andrew Finch | Chunyue Zhang

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Can Markov Models Over Minimal Translation Units Help Phrase-Based SMT?
Nadir Durrani | Alexander Fraser | Helmut Schmid | Hieu Hoang | Philipp Koehn

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Learning Non-linear Features for Machine Translation Using Gradient Boosting Machines
Kristina Toutanova | Byung-Gyu Ahn

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Language Independent Connectivity Strength Features for Phrase Pivot Statistical Machine Translation
Ahmed El Kholy | Nizar Habash | Gregor Leusch | Evgeny Matusov | Hassan Sawaf

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Semantic Roles for String to Tree Machine Translation
Marzieh Bazrafshan | Daniel Gildea

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Minimum Bayes Risk based Answer Re-ranking for Question Answering
Nan Duan

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Question Classification Transfer
Anne-Laure Ligozat

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Latent Semantic Tensor Indexing for Community-based Question Answering
Xipeng Qiu | Le Tian | Xuanjing Huang

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Measuring semantic content in distributional vectors
Aurélie Herbelot | Mohan Ganesalingam

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Modeling Human Inference Process for Textual Entailment Recognition
Hen-Hsen Huang | Kai-Chun Chang | Hsin-Hsi Chen

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Recognizing Partial Textual Entailment
Omer Levy | Torsten Zesch | Ido Dagan | Iryna Gurevych

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Sentence Level Dialect Identification in Arabic
Heba Elfardy | Mona Diab

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Leveraging Domain-Independent Information in Semantic Parsing
Dan Goldwasser | Dan Roth

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A Structured Distributional Semantic Model for Event Co-reference
Kartik Goyal | Sujay Kumar Jauhar | Huiying Li | Mrinmaya Sachan | Shashank Srivastava | Eduard Hovy

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Text Classification from Positive and Unlabeled Data using Misclassified Data Correction
Fumiyo Fukumoto | Yoshimi Suzuki | Suguru Matsuyoshi

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Character-to-Character Sentiment Analysis in Shakespeare’s Plays
Eric T. Nalisnick | Henry S. Baird

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A Novel Classifier Based on Quantum Computation
Ding Liu | Xiaofang Yang | Minghu Jiang

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Re-embedding words
Igor Labutov | Hod Lipson

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LABR: A Large Scale Arabic Book Reviews Dataset
Mohamed Aly | Amir Atiya

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Generating Recommendation Dialogs by Extracting Information from User Reviews
Kevin Reschke | Adam Vogel | Dan Jurafsky

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Exploring Sentiment in Social Media: Bootstrapping Subjectivity Clues from Multilingual Twitter Streams
Svitlana Volkova | Theresa Wilson | David Yarowsky

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Joint Modeling of News Reader’s and Comment Writer’s Emotions
Huanhuan Liu | Shoushan Li | Guodong Zhou | Chu-Ren Huang | Peifeng Li

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An annotated corpus of quoted opinions in news articles
Tim O’Keefe | James R. Curran | Peter Ashwell | Irena Koprinska

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Dual Training and Dual Prediction for Polarity Classification
Rui Xia | Tao Wang | Xuelei Hu | Shoushan Li | Chengqing Zong

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Co-Regression for Cross-Language Review Rating Prediction
Xiaojun Wan

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Extracting Definitions and Hypernym Relations relying on Syntactic Dependencies and Support Vector Machines
Guido Boella | Luigi Di Caro

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Neighbors Help: Bilingual Unsupervised WSD Using Context
Sudha Bhingardive | Samiulla Shaikh | Pushpak Bhattacharyya

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Reducing Annotation Effort for Quality Estimation via Active Learning
Daniel Beck | Lucia Specia | Trevor Cohn

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Reranking with Linguistic and Semantic Features for Arabic Optical Character Recognition
Nadi Tomeh | Nizar Habash | Ryan Roth | Noura Farra | Pradeep Dasigi | Mona Diab

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Evolutionary Hierarchical Dirichlet Process for Timeline Summarization
Jiwei Li | Sujian Li

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Using Integer Linear Programming in Concept-to-Text Generation to Produce More Compact Texts
Gerasimos Lampouras | Ion Androutsopoulos

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Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics
Dehong Gao | Wenjie Li | Renxian Zhang

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A System for Summarizing Scientific Topics Starting from Keywords
Rahul Jha | Amjad Abu-Jbara | Dragomir Radev

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A Unified Morpho-Syntactic Scheme of Stanford Dependencies
Reut Tsarfaty

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Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data
Xuezhe Ma | Fei Xia

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Iterative Transformation of Annotation Guidelines for Constituency Parsing
Xiang Li | Wenbin Jiang | Yajuan Lü | Qun Liu

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Nonparametric Bayesian Inference and Efficient Parsing for Tree-adjoining Grammars
Elif Yamangil | Stuart M. Shieber

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Using CCG categories to improve Hindi dependency parsing
Bharat Ram Ambati | Tejaswini Deoskar | Mark Steedman

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The Effect of Higher-Order Dependency Features in Discriminative Phrase-Structure Parsing
Greg Coppola | Mark Steedman

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Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers
André Martins | Miguel Almeida | Noah A. Smith

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A Lattice-based Framework for Joint Chinese Word Segmentation, POS Tagging and Parsing
Zhiguo Wang | Chengqing Zong | Nianwen Xue

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Efficient Implementation of Beam-Search Incremental Parsers
Yoav Goldberg | Kai Zhao | Liang Huang

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Simpler unsupervised POS tagging with bilingual projections
Long Duong | Paul Cook | Steven Bird | Pavel Pecina

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Part-of-speech tagging with antagonistic adversaries
Anders Søgaard

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Temporal Signals Help Label Temporal Relations
Leon Derczynski | Robert Gaizauskas

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Diverse Keyword Extraction from Conversations
Maryam Habibi | Andrei Popescu-Belis

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Understanding Tables in Context Using Standard NLP Toolkits
Vidhya Govindaraju | Ce Zhang | Christopher Ré

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Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction
Wei Xu | Raphael Hoffmann | Le Zhao | Ralph Grishman

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Joint Apposition Extraction with Syntactic and Semantic Constraints
Will Radford | James R. Curran

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Adaptation Data Selection using Neural Language Models: Experiments in Machine Translation
Kevin Duh | Graham Neubig | Katsuhito Sudoh | Hajime Tsukada

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Mapping Source to Target Strings without Alignment by Analogical Learning: A Case Study with Transliteration
Phillippe Langlais

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Scalable Modified Kneser-Ney Language Model Estimation
Kenneth Heafield | Ivan Pouzyrevsky | Jonathan H. Clark | Philipp Koehn

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Incremental Topic-Based Translation Model Adaptation for Conversational Spoken Language Translation
Sanjika Hewavitharana | Dennis Mehay | Sankaranarayanan Ananthakrishnan | Prem Natarajan

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A Lightweight and High Performance Monolingual Word Aligner
Xuchen Yao | Benjamin Van Durme | Chris Callison-Burch | Peter Clark

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A Learner Corpus-based Approach to Verb Suggestion for ESL
Yu Sawai | Mamoru Komachi | Yuji Matsumoto

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Learning Semantic Textual Similarity with Structural Representations
Aliaksei Severyn | Massimo Nicosia | Alessandro Moschitti

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Typesetting for Improved Readability using Lexical and Syntactic Information
Ahmed Salama | Kemal Oflazer | Susan Hagan

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Annotation of regular polysemy and underspecification
Héctor Martínez Alonso | Bolette Sandford Pedersen | Núria Bel

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Derivational Smoothing for Syntactic Distributional Semantics
Sebastian Padó | Jan Šnajder | Britta Zeller

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Diathesis alternation approximation for verb clustering
Lin Sun | Diana McCarthy | Anna Korhonen

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Outsourcing FrameNet to the Crowd
Marco Fossati | Claudio Giuliano | Sara Tonelli

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Smatch: an Evaluation Metric for Semantic Feature Structures
Shu Cai | Kevin Knight

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Variable Bit Quantisation for LSH
Sean Moran | Victor Lavrenko | Miles Osborne

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Context Vector Disambiguation for Bilingual Lexicon Extraction from Comparable Corpora
Dhouha Bouamor | Nasredine Semmar | Pierre Zweigenbaum

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The Effects of Lexical Resource Quality on Preference Violation Detection
Jesse Dunietz | Lori Levin | Jaime Carbonell

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Exploiting Qualitative Information from Automatic Word Alignment for Cross-lingual NLP Tasks
José G.C. de Souza | Miquel Esplà-Gomis | Marco Turchi | Matteo Negri

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An Information Theoretic Approach to Bilingual Word Clustering
Manaal Faruqui | Chris Dyer

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Building and Evaluating a Distributional Memory for Croatian
Jan Šnajder | Sebastian Padó | Željko Agić

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Generalizing Image Captions for Image-Text Parallel Corpus
Polina Kuznetsova | Vicente Ordonez | Alexander Berg | Tamara Berg | Yejin Choi

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Recognizing Identical Events with Graph Kernels
Goran Glavaš | Jan Šnajder

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Automatic Term Ambiguity Detection
Tyler Baldwin | Yunyao Li | Bogdan Alexe | Ioana R. Stanoi

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Towards Accurate Distant Supervision for Relational Facts Extraction
Xingxing Zhang | Jianwen Zhang | Junyu Zeng | Jun Yan | Zheng Chen | Zhifang Sui

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Extra-Linguistic Constraints on Stance Recognition in Ideological Debates
Kazi Saidul Hasan | Vincent Ng

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Are School-of-thought Words Characterizable?
Xiaorui Jiang | Xiaoping Sun | Hai Zhuge

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Identifying Opinion Subgroups in Arabic Online Discussions
Amjad Abu-Jbara | Ben King | Mona Diab | Dragomir Radev

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Extracting Events with Informal Temporal References in Personal Histories in Online Communities
Miaomiao Wen | Zeyu Zheng | Hyeju Jang | Guang Xiang | Carolyn Penstein Rosé

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Multimodal DBN for Predicting High-Quality Answers in cQA portals
Haifeng Hu | Bingquan Liu | Baoxun Wang | Ming Liu | Xiaolong Wang

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Bi-directional Inter-dependencies of Subjective Expressions and Targets and their Value for a Joint Model
Roman Klinger | Philipp Cimiano

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Identifying Sentiment Words Using an Optimization-based Model without Seed Words
Hongliang Yu | Zhi-Hong Deng | Shiyingxue Li

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Detecting Turnarounds in Sentiment Analysis: Thwarting
Ankit Ramteke | Akshat Malu | Pushpak Bhattacharyya | J. Saketha Nath

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Explicit and Implicit Syntactic Features for Text Classification
Matt Post | Shane Bergsma

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Does Korean defeat phonotactic word segmentation?
Robert Daland | Kie Zuraw

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Word surprisal predicts N400 amplitude during reading
Stefan L. Frank | Leun J. Otten | Giulia Galli | Gabriella Vigliocco

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Computerized Analysis of a Verbal Fluency Test
James O. Ryan | Serguei Pakhomov | Susan Marino | Charles Bernick | Sarah Banks

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A New Set of Norms for Semantic Relatedness Measures
Sean Szumlanski | Fernando Gomez | Valerie K. Sims


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51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop

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51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop
Anik Dey | Sebastian Krause | Ivelina Nikolova | Eva Vecchi | Steven Bethard | Preslav I. Nakov | Feiyu Xu

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Categorization of Turkish News Documents with Morphological Analysis
Burak Kerim Akkuş | Ruket Cakici

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Crawling microblogging services to gather language-classified URLs. Workflow and case study
Adrien Barbaresi

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Patient Experience in Online Support Forums: Modeling Interpersonal Interactions and Medication Use
Annie Chen

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Detecting Metaphor by Contextual Analogy
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Survey on parsing three dependency representations for English
Angelina Ivanova | Stephan Oepen | Lilja Øvrelid

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What causes a causal relation? Detecting Causal Triggers in Biomedical Scientific Discourse
Claudiu Mihăilă | Sophia Ananiadou

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Text Classification based on the Latent Topics of Important Sentences extracted by the PageRank Algorithm
Yukari Ogura | Ichiro Kobayashi

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Automated Collocation Suggestion for Japanese Second Language Learners
Lis Pereira | Erlyn Manguilimotan | Yuji Matsumoto

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Understanding Verbs based on Overlapping Verbs Senses
Kavitha Rajan

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Topic Modeling Based Classification of Clinical Reports
Efsun Sarioglu | Kabir Yadav | Hyeong-Ah Choi

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Annotating named entities in clinical text by combining pre-annotation and active learning
Maria Skeppstedt

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Multigraph Clustering for Unsupervised Coreference Resolution
Sebastian Martschat

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Computational considerations of comparisons and similes
Vlad Niculae | Victoria Yaneva

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Question Analysis for Polish Question Answering
Piotr Przybyła

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A Comparison of Techniques to Automatically Identify Complex Words.
Matthew Shardlow

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Detecting Chronic Critics Based on Sentiment Polarity and User’s Behavior in Social Media
Sho Takase | Akiko Murakami | Miki Enoki | Naoaki Okazaki | Kentaro Inui

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Addressing Ambiguity in Unsupervised Part-of-Speech Induction with Substitute Vectors
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Psycholinguistically Motivated Computational Models on the Organization and Processing of Morphologically Complex Words
Tirthankar Dasgupta

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A New Syntactic Metric for Evaluation of Machine Translation
Melania Duma | Cristina Vertan | Wolfgang Menzel

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High-quality Training Data Selection using Latent Topics for Graph-based Semi-supervised Learning
Akiko Eriguchi | Ichiro Kobayashi

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Simple, readable sub-sentences
Sigrid Klerke | Anders Søgaard

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Exploring Word Order Universals: a Probabilistic Graphical Model Approach
Xia Lu

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Robust multilingual statistical morphological generation models
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A corpus-based evaluation method for Distributional Semantic Models
Abdellah Fourtassi | Emmanuel Dupoux

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Deepfix: Statistical Post-editing of Statistical Machine Translation Using Deep Syntactic Analysis
Rudolf Rosa | David Mareček | Aleš Tamchyna


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Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics: System Demonstrations

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Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics: System Demonstrations
Miriam Butt | Sarmad Hussain

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WebAnno: A Flexible, Web-based and Visually Supported System for Distributed Annotations
Seid Muhie Yimam | Iryna Gurevych | Richard Eckart de Castilho | Chris Biemann

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A Stacking-based Approach to Twitter User Geolocation Prediction
Bo Han | Paul Cook | Timothy Baldwin

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An Open Source Toolkit for Quantitative Historical Linguistics
Johann-Mattis List | Steven Moran

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AnnoMarket: An Open Cloud Platform for NLP
Valentin Tablan | Kalina Bontcheva | Ian Roberts | Hamish Cunningham | Marin Dimitrov

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Detecting Event-Related Links and Sentiments from Social Media Texts
Alexandra Balahur | Hristo Tanev

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DISSECT - DIStributional SEmantics Composition Toolkit
Georgiana Dinu | Nghia The Pham | Marco Baroni

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DKPro WSD: A Generalized UIMA-based Framework for Word Sense Disambiguation
Tristan Miller | Nicolai Erbs | Hans-Peter Zorn | Torsten Zesch | Iryna Gurevych

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Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications
Georgios Kontonatsios | Paul Thompson | Riza Theresa Batista-Navarro | Claudiu Mihăilă | Ioannis Korkontzelos | Sophia Ananiadou

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FudanNLP: A Toolkit for Chinese Natural Language Processing
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ICARUS – An Extensible Graphical Search Tool for Dependency Treebanks
Markus Gärtner | Gregor Thiele | Wolfgang Seeker | Anders Björkelund | Jonas Kuhn

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Meet EDGAR, a tutoring agent at MONSERRATE
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PAL: A Chatterbot System for Answering Domain-specific Questions
Yuanchao Liu | Ming Liu | Xiaolong Wang | Limin Wang | Jingjing Li

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PhonMatrix: Visualizing co-occurrence constraints of sounds
Thomas Mayer | Christian Rohrdantz

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QuEst - A translation quality estimation framework
Lucia Specia | Kashif Shah | Jose G.C. de Souza | Trevor Cohn

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SORT: An Interactive Source-Rewriting Tool for Improved Translation
Shachar Mirkin | Sriram Venkatapathy | Marc Dymetman | Ioan Calapodescu

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Travatar: A Forest-to-String Machine Translation Engine based on Tree Transducers
Graham Neubig

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PLIS: a Probabilistic Lexical Inference System
Eyal Shnarch | Erel Segal-haLevi | Jacob Goldberger | Ido Dagan

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A Java Framework for Multilingual Definition and Hypernym Extraction
Stefano Faralli | Roberto Navigli

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A Visual Analytics System for Cluster Exploration
Andreas Lamprecht | Annette Hautli | Christian Rohrdantz | Tina Bögel

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Development and Analysis of NLP Pipelines in Argo
Rafal Rak | Andrew Rowley | Jacob Carter | Sophia Ananiadou

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DKPro Similarity: An Open Source Framework for Text Similarity
Daniel Bär | Torsten Zesch | Iryna Gurevych

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Fluid Construction Grammar for Historical and Evolutionary Linguistics
Pieter Wellens | Remi van Trijp | Katrien Beuls | Luc Steels

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HYENA-live: Fine-Grained Online Entity Type Classification from Natural-language Text
Mohamed Amir Yosef | Sandro Bauer | Johannes Hoffart | Marc Spaniol | Gerhard Weikum

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Linggle: a Web-scale Linguistic Search Engine for Words in Context
Joanne Boisson | Ting-Hui Kao | Jian-Cheng Wu | Tzu-Hsi Yen | Jason S. Chang

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ParaQuery: Making Sense of Paraphrase Collections
Lili Kotlerman | Nitin Madnani | Aoife Cahill

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PATHS: A System for Accessing Cultural Heritage Collections
Eneko Agirre | Nikolaos Aletras | Paul Clough | Samuel Fernando | Paula Goodale | Mark Hall | Aitor Soroa | Mark Stevenson

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Propminer: A Workflow for Interactive Information Extraction and Exploration using Dependency Trees
Alan Akbik | Oresti Konomi | Michail Melnikov

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SEMILAR: The Semantic Similarity Toolkit
Vasile Rus | Mihai Lintean | Rajendra Banjade | Nobal Niraula | Dan Stefanescu

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Tag2Blog: Narrative Generation from Satellite Tag Data
Kapila Ponnamperuma | Advaith Siddharthan | Cheng Zeng | Chris Mellish | René van der Wal

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TransDoop: A Map-Reduce based Crowdsourced Translation for Complex Domain
Anoop Kunchukuttan | Rajen Chatterjee | Shourya Roy | Abhijit Mishra | Pushpak Bhattacharyya

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tSEARCH: Flexible and Fast Search over Automatic Translations for Improved Quality/Error Analysis
Meritxell Gonzàlez | Laura Mascarell | Lluís Màrquez

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VSEM: An open library for visual semantics representation
Elia Bruni | Ulisse Bordignon | Adam Liska | Jasper Uijlings | Irina Sergienya

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Docent: A Document-Level Decoder for Phrase-Based Statistical Machine Translation
Christian Hardmeier | Sara Stymne | Jörg Tiedemann | Joakim Nivre

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Mr. MIRA: Open-Source Large-Margin Structured Learning on MapReduce
Vladimir Eidelman | Ke Wu | Ferhan Ture | Philip Resnik | Jimmy Lin