Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

Chengqing Zong, Michael Strube (Editors)


Anthology ID:
P15-1
Month:
July
Year:
2015
Address:
Beijing, China
Venues:
ACL | IJCNLP
SIG:
Publisher:
Association for Computational Linguistics
URL:
https://www.aclweb.org/anthology/P15-1
DOI:
10.3115/v1/P15-1
Bib Export formats:
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PDF:
http://aclanthology.lst.uni-saarland.de/P15-1.pdf

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Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Chengqing Zong | Michael Strube

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On Using Very Large Target Vocabulary for Neural Machine Translation
Sébastien Jean | Kyunghyun Cho | Roland Memisevic | Yoshua Bengio

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Addressing the Rare Word Problem in Neural Machine Translation
Thang Luong | Ilya Sutskever | Quoc Le | Oriol Vinyals | Wojciech Zaremba

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Encoding Source Language with Convolutional Neural Network for Machine Translation
Fandong Meng | Zhengdong Lu | Mingxuan Wang | Hang Li | Wenbin Jiang | Qun Liu

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Statistical Machine Translation Features with Multitask Tensor Networks
Hendra Setiawan | Zhongqiang Huang | Jacob Devlin | Thomas Lamar | Rabih Zbib | Richard Schwartz | John Makhoul

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Describing Images using Inferred Visual Dependency Representations
Desmond Elliott | Arjen de Vries

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Text to 3D Scene Generation with Rich Lexical Grounding
Angel Chang | Will Monroe | Manolis Savva | Christopher Potts | Christopher D. Manning

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MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity
Wenpeng Yin | Hinrich Schütze

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Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums
Arti Ramesh | Shachi H. Kumar | James Foulds | Lise Getoor

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Semantically Smooth Knowledge Graph Embedding
Shu Guo | Quan Wang | Bin Wang | Lihong Wang | Li Guo

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SensEmbed: Learning Sense Embeddings for Word and Relational Similarity
Ignacio Iacobacci | Mohammad Taher Pilehvar | Roberto Navigli

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Revisiting Word Embedding for Contrasting Meaning
Zhigang Chen | Wei Lin | Qian Chen | Xiaoping Chen | Si Wei | Hui Jiang | Xiaodan Zhu

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Joint Models of Disagreement and Stance in Online Debate
Dhanya Sridhar | James Foulds | Bert Huang | Lise Getoor | Marilyn Walker

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Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification
Audi Primadhanty | Xavier Carreras | Ariadna Quattoni

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Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations
Fei Sun | Jiafeng Guo | Yanyan Lan | Jun Xu | Xueqi Cheng

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Learning Dynamic Feature Selection for Fast Sequential Prediction
Emma Strubell | Luke Vilnis | Kate Silverstein | Andrew McCallum

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Compositional Vector Space Models for Knowledge Base Completion
Arvind Neelakantan | Benjamin Roth | Andrew McCallum

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Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
Yubo Chen | Liheng Xu | Kang Liu | Daojian Zeng | Jun Zhao

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Stacked Ensembles of Information Extractors for Knowledge-Base Population
Vidhoon Viswanathan | Nazneen Fatema Rajani | Yinon Bentor | Raymond Mooney

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Generative Event Schema Induction with Entity Disambiguation
Kiem-Hieu Nguyen | Xavier Tannier | Olivier Ferret | Romaric Besançon

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Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents
Yusuke Oda | Graham Neubig | Sakriani Sakti | Tomoki Toda | Satoshi Nakamura

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Efficient Top-Down BTG Parsing for Machine Translation Preordering
Tetsuji Nakagawa

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Online Multitask Learning for Machine Translation Quality Estimation
José G. C. de Souza | Matteo Negri | Elisa Ricci | Marco Turchi

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A Context-Aware Topic Model for Statistical Machine Translation
Jinsong Su | Deyi Xiong | Yang Liu | Xianpei Han | Hongyu Lin | Junfeng Yao | Min Zhang

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Learning Answer-Entailing Structures for Machine Comprehension
Mrinmaya Sachan | Kumar Dubey | Eric Xing | Matthew Richardson

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Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering
Guangyou Zhou | Tingting He | Jun Zhao | Po Hu

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Question Answering over Freebase with Multi-Column Convolutional Neural Networks
Li Dong | Furu Wei | Ming Zhou | Ke Xu

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Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning
Angeliki Lazaridou | Georgiana Dinu | Marco Baroni

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A Generalisation of Lexical Functions for Composition in Distributional Semantics
Antoine Bride | Tim Van de Cruys | Nicholas Asher

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Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution
Casey Kennington | David Schlangen

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Neural CRF Parsing
Greg Durrett | Dan Klein

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An Effective Neural Network Model for Graph-based Dependency Parsing
Wenzhe Pei | Tao Ge | Baobao Chang

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Structured Training for Neural Network Transition-Based Parsing
David Weiss | Chris Alberti | Michael Collins | Slav Petrov

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Transition-Based Dependency Parsing with Stack Long Short-Term Memory
Chris Dyer | Miguel Ballesteros | Wang Ling | Austin Matthews | Noah A. Smith

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Leveraging Linguistic Structure For Open Domain Information Extraction
Gabor Angeli | Melvin Jose Johnson Premkumar | Christopher D. Manning

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Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach
William Yang Wang | William W. Cohen

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A Knowledge-Intensive Model for Prepositional Phrase Attachment
Ndapandula Nakashole | Tom M. Mitchell

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A Convolution Kernel Approach to Identifying Comparisons in Text
Maksim Tkachenko | Hady Lauw

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It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool
Jinho D. Choi | Joel Tetreault | Amanda Stent

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Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling
Alan Akbik | Laura Chiticariu | Marina Danilevsky | Yunyao Li | Shivakumar Vaithyanathan | Huaiyu Zhu

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Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies
Mariana S. C. Almeida | Cláudia Pinto | Helena Figueira | Pedro Mendes | André F. T. Martins

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Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis
Qiang Chen | Wenjie Li | Yu Lei | Xule Liu | Yanxiang He

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Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification
HuiWei Zhou | Long Chen | Fulin Shi | Degen Huang

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Content Models for Survey Generation: A Factoid-Based Evaluation
Rahul Jha | Catherine Finegan-Dollak | Ben King | Reed Coke | Dragomir Radev

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Training a Natural Language Generator From Unaligned Data
Ondřej Dušek | Filip Jurčíček

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Event-Driven Headline Generation
Rui Sun | Yue Zhang | Meishan Zhang | Donghong Ji

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New Transfer Learning Techniques for Disparate Label Sets
Young-Bum Kim | Karl Stratos | Ruhi Sarikaya | Minwoo Jeong

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Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding
Yun-Nung Chen | William Yang Wang | Anatole Gershman | Alexander Rudnicky

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Efficient Disfluency Detection with Transition-based Parsing
Shuangzhi Wu | Dongdong Zhang | Ming Zhou | Tiejun Zhao

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S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking
Yi Yang | Ming-Wei Chang

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Entity Retrieval via Entity Factoid Hierarchy
Chunliang Lu | Wai Lam | Yi Liao

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Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment
Muyu Zhang | Bing Qin | Mao Zheng | Graeme Hirst | Ting Liu

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A Strategic Reasoning Model for Generating Alternative Answers
Jon Stevens | Anton Benz | Sebastian Reuße | Ralf Klabunde

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Modeling Argument Strength in Student Essays
Isaac Persing | Vincent Ng

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Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures
Ramakrishna Bairi | Rishabh Iyer | Ganesh Ramakrishnan | Jeff Bilmes

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Learning to Explain Entity Relationships in Knowledge Graphs
Nikos Voskarides | Edgar Meij | Manos Tsagkias | Maarten de Rijke | Wouter Weerkamp

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Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles
Tao Ge | Wenzhe Pei | Heng Ji | Sujian Li | Baobao Chang | Zhifang Sui

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Context-aware Entity Morph Decoding
Boliang Zhang | Hongzhao Huang | Xiaoman Pan | Sujian Li | Chin-Yew Lin | Heng Ji | Kevin Knight | Zhen Wen | Yizhou Sun | Jiawei Han | Bulent Yener

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Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities
Dirk Weissenborn | Leonhard Hennig | Feiyu Xu | Hans Uszkoreit

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Building a Scientific Concept Hierarchy Database (SCHBase)
Eytan Adar | Srayan Datta

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Sentiment-Aspect Extraction based on Restricted Boltzmann Machines
Linlin Wang | Kang Liu | Zhu Cao | Jun Zhao | Gerard de Melo

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Classifying Relations by Ranking with Convolutional Neural Networks
Cícero dos Santos | Bing Xiang | Bowen Zhou

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Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction
Thien Huu Nguyen | Barbara Plank | Ralph Grishman

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Omnia Mutantur, Nihil Interit: Connecting Past with Present by Finding Corresponding Terms across Time
Yating Zhang | Adam Jatowt | Sourav Bhowmick | Katsumi Tanaka

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Negation and Speculation Identification in Chinese Language
Bowei Zou | Qiaoming Zhu | Guodong Zhou

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Learning Relational Features with Backward Random Walks
Ni Lao | Einat Minkov | William Cohen

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Learning the Semantics of Manipulation Action
Yezhou Yang | Yiannis Aloimonos | Cornelia Fermüller | Eren Erdal Aksoy

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Knowledge Graph Embedding via Dynamic Mapping Matrix
Guoliang Ji | Shizhu He | Liheng Xu | Kang Liu | Jun Zhao

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How Far are We from Fully Automatic High Quality Grammatical Error Correction?
Christopher Bryant | Hwee Tou Ng

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Knowledge Portability with Semantic Expansion of Ontology Labels
Mihael Arcan | Marco Turchi | Paul Buitelaar

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Automatic disambiguation of English puns
Tristan Miller | Iryna Gurevych

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Unsupervised Cross-Domain Word Representation Learning
Danushka Bollegala | Takanori Maehara | Ken-ichi Kawarabayashi

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A Unified Multilingual Semantic Representation of Concepts
José Camacho-Collados | Mohammad Taher Pilehvar | Roberto Navigli

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Demographic Factors Improve Classification Performance
Dirk Hovy

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Vector-space calculation of semantic surprisal for predicting word pronunciation duration
Asad Sayeed | Stefan Fischer | Vera Demberg

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Efficient Methods for Inferring Large Sparse Topic Hierarchies
Doug Downey | Chandra Bhagavatula | Yi Yang

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Trans-dimensional Random Fields for Language Modeling
Bin Wang | Zhijian Ou | Zhiqiang Tan

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Gaussian LDA for Topic Models with Word Embeddings
Rajarshi Das | Manzil Zaheer | Chris Dyer

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Pairwise Neural Machine Translation Evaluation
Francisco Guzmán | Shafiq Joty | Lluís Màrquez | Preslav Nakov

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String-to-Tree Multi Bottom-up Tree Transducers
Nina Seemann | Fabienne Braune | Andreas Maletti

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Non-linear Learning for Statistical Machine Translation
Shujian Huang | Huadong Chen | Xin-Yu Dai | Jiajun Chen

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Unifying Bayesian Inference and Vector Space Models for Improved Decipherment
Qing Dou | Ashish Vaswani | Kevin Knight | Chris Dyer

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Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation
Antonio Valerio Miceli-Barone | Giuseppe Attardi

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Detecting Deceptive Groups Using Conversations and Network Analysis
Dian Yu | Yulia Tyshchuk | Heng Ji | William Wallace

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WikiKreator: Improving Wikipedia Stubs Automatically
Siddhartha Banerjee | Prasenjit Mitra

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Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes
Chris Quirk | Raymond Mooney | Michel Galley

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Deep Questions without Deep Understanding
Igor Labutov | Sumit Basu | Lucy Vanderwende

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The NL2KR Platform for building Natural Language Translation Systems
Nguyen Vo | Arindam Mitra | Chitta Baral

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Multiple Many-to-Many Sequence Alignment for Combining String-Valued Variables: A G2P Experiment
Steffen Eger

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Tweet Normalization with Syllables
Ke Xu | Yunqing Xia | Chin-Hui Lee

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Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words
Chen Li | Yang Liu

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A Unified Kernel Approach for Learning Typed Sentence Rewritings
Martin Gleize | Brigitte Grau

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Perceptually Grounded Selectional Preferences
Ekaterina Shutova | Niket Tandon | Gerard de Melo

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Joint Case Argument Identification for Japanese Predicate Argument Structure Analysis
Hiroki Ouchi | Hiroyuki Shindo | Kevin Duh | Yuji Matsumoto

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Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model
Nghia The Pham | Germán Kruszewski | Angeliki Lazaridou | Marco Baroni

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Robust Subgraph Generation Improves Abstract Meaning Representation Parsing
Keenon Werling | Gabor Angeli | Christopher D. Manning

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Environment-Driven Lexicon Induction for High-Level Instructions
Dipendra Kumar Misra | Kejia Tao | Percy Liang | Ashutosh Saxena

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Structural Representations for Learning Relations between Pairs of Texts
Simone Filice | Giovanni Da San Martino | Alessandro Moschitti

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Learning Semantic Representations of Users and Products for Document Level Sentiment Classification
Duyu Tang | Bing Qin | Ting Liu

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Towards Debugging Sentiment Lexicons
Andrew Schneider | Eduard Dragut

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Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment
Byron C. Wallace | Do Kook Choe | Eugene Charniak

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Sentence-level Emotion Classification with Label and Context Dependence
Shoushan Li | Lei Huang | Rong Wang | Guodong Zhou

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Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation
Rui Xia | Cheng Wang | Xin-Yu Dai | Tao Li

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Improving social relationships in face-to-face human-agent interactions: when the agent wants to know user’s likes and dislikes
Caroline Langlet | Chloé Clavel

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Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces
Ramon Astudillo | Silvio Amir | Wang Ling | Mário Silva | Isabel Trancoso

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Automatic Spontaneous Speech Grading: A Novel Feature Derivation Technique using the Crowd
Vinay Shashidhar | Nishant Pandey | Varun Aggarwal

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Driving ROVER with Segment-based ASR Quality Estimation
Shahab Jalalvand | Matteo Negri | Daniele Falavigna | Marco Turchi

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A Hierarchical Neural Autoencoder for Paragraphs and Documents
Jiwei Li | Thang Luong | Dan Jurafsky

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Joint Dependency Parsing and Multiword Expression Tokenization
Alexis Nasr | Carlos Ramisch | José Deulofeu | André Valli

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End-to-end learning of semantic role labeling using recurrent neural networks
Jie Zhou | Wei Xu

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Feature Optimization for Constituent Parsing via Neural Networks
Zhiguo Wang | Haitao Mi | Nianwen Xue

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Identifying Cascading Errors using Constraints in Dependency Parsing
Dominick Ng | James R. Curran

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A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network
Chenxi Zhu | Xipeng Qiu | Xinchi Chen | Xuanjing Huang

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Transition-based Neural Constituent Parsing
Taro Watanabe | Eiichiro Sumita

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Feature Selection in Kernel Space: A Case Study on Dependency Parsing
Xian Qian | Yang Liu

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Semantic Role Labeling Improves Incremental Parsing
Ioannis Konstas | Frank Keller

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Discontinuous Incremental Shift-reduce Parsing
Wolfgang Maier

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A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing
Hao Zhou | Yue Zhang | Shujian Huang | Jiajun Chen

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Parsing Paraphrases with Joint Inference
Do Kook Choe | David McClosky

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Cross-lingual Dependency Parsing Based on Distributed Representations
Jiang Guo | Wanxiang Che | David Yarowsky | Haifeng Wang | Ting Liu

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Can Natural Language Processing Become Natural Language Coaching?
Marti A. Hearst

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Machine Comprehension with Discourse Relations
Karthik Narasimhan | Regina Barzilay

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Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations
Ru Li | Juan Wu | Zhiqiang Wang | Qinghua Chai

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Discourse-sensitive Automatic Identification of Generic Expressions
Annemarie Friedrich | Manfred Pinkal

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Model-based Word Embeddings from Decompositions of Count Matrices
Karl Stratos | Michael Collins | Daniel Hsu

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Entity Hierarchy Embedding
Zhiting Hu | Poyao Huang | Yuntian Deng | Yingkai Gao | Eric Xing

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Orthogonality of Syntax and Semantics within Distributional Spaces
Jeff Mitchell | Mark Steedman

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Scalable Semantic Parsing with Partial Ontologies
Eunsol Choi | Tom Kwiatkowski | Luke Zettlemoyer

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Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
Wen-tau Yih | Ming-Wei Chang | Xiaodong He | Jianfeng Gao

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Building a Semantic Parser Overnight
Yushi Wang | Jonathan Berant | Percy Liang

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Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory
Xin Wang | Yuanchao Liu | Chengjie Sun | Baoxun Wang | Xiaolong Wang

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Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction
Thien Hai Nguyen | Kiyoaki Shirai

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Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network
Qiao Qian | Bo Tian | Minlie Huang | Yang Liu | Xuan Zhu | Xiaoyan Zhu

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A convex and feature-rich discriminative approach to dependency grammar induction
Édouard Grave | Noémie Elhadad

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Parse Imputation for Dependency Annotations
Jason Mielens | Liang Sun | Jason Baldridge

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Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction
Yonatan Bisk | Julia Hockenmaier

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Entity-Centric Coreference Resolution with Model Stacking
Kevin Clark | Christopher D. Manning

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Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Sam Wiseman | Alexander M. Rush | Stuart Shieber | Jason Weston

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Transferring Coreference Resolvers with Posterior Regularization
André F. T. Martins

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Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress
Viet-An Nguyen | Jordan Boyd-Graber | Philip Resnik | Kristina Miler

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KB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts
Dana Movshovitz-Attias | William W. Cohen

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A Computationally Efficient Algorithm for Learning Topical Collocation Models
Zhendong Zhao | Lan Du | Benjamin Börschinger | John K Pate | Massimiliano Ciaramita | Mark Steedman | Mark Johnson

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Compositional Semantic Parsing on Semi-Structured Tables
Panupong Pasupat | Percy Liang

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Graph parsing with s-graph grammars
Jonas Groschwitz | Alexander Koller | Christoph Teichmann

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Sparse Overcomplete Word Vector Representations
Manaal Faruqui | Yulia Tsvetkov | Dani Yogatama | Chris Dyer | Noah A. Smith

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Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints
Quan Liu | Hui Jiang | Si Wei | Zhen-Hua Ling | Yu Hu

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Adding Semantics to Data-Driven Paraphrasing
Ellie Pavlick | Johan Bos | Malvina Nissim | Charley Beller | Benjamin Van Durme | Chris Callison-Burch

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Parsing as Reduction
Daniel Fernández-González | André F. T. Martins

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Optimal Shift-Reduce Constituent Parsing with Structured Perceptron
Le Quang Thang | Hiroshi Noji | Yusuke Miyao

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A Data-Driven, Factorization Parser for CCG Dependency Structures
Yantao Du | Weiwei Sun | Xiaojun Wan

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Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Kai Sheng Tai | Richard Socher | Christopher D. Manning

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genCNN: A Convolutional Architecture for Word Sequence Prediction
Mingxuan Wang | Zhengdong Lu | Hang Li | Wenbin Jiang | Qun Liu

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Neural Responding Machine for Short-Text Conversation
Lifeng Shang | Zhengdong Lu | Hang Li

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Abstractive Multi-Document Summarization via Phrase Selection and Merging
Lidong Bing | Piji Li | Yi Liao | Wai Lam | Weiwei Guo | Rebecca Passonneau

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Joint Graphical Models for Date Selection in Timeline Summarization
Giang Tran | Eelco Herder | Katja Markert

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Predicting Salient Updates for Disaster Summarization
Chris Kedzie | Kathleen McKeown | Fernando Diaz

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Unsupervised Prediction of Acceptability Judgements
Jey Han Lau | Alexander Clark | Shalom Lappin

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A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns
Oren Tsur | Dan Calacci | David Lazer

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Why discourse affects speakers’ choice of referring expressions
Naho Orita | Eliana Vornov | Naomi Feldman | Hal Daumé III

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Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game
Vlad Niculae | Srijan Kumar | Jordan Boyd-Graber | Cristian Danescu-Niculescu-Mizil

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Who caught a cold ? - Identifying the subject of a symptom
Shin Kanouchi | Mamoru Komachi | Naoaki Okazaki | Eiji Aramaki | Hiroshi Ishikawa

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Weakly Supervised Role Identification in Teamwork Interactions
Diyi Yang | Miaomiao Wen | Carolyn Rosé

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Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Mohit Iyyer | Varun Manjunatha | Jordan Boyd-Graber | Hal Daumé III

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SOLAR: Scalable Online Learning Algorithms for Ranking
Jialei Wang | Ji Wan | Yongdong Zhang | Steven Hoi

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Text Categorization as a Graph Classification Problem
François Rousseau | Emmanouil Kiagias | Michalis Vazirgiannis

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Inverted indexing for cross-lingual NLP
Anders Søgaard | Željko Agić | Héctor Martínez Alonso | Barbara Plank | Bernd Bohnet | Anders Johannsen

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Multi-Task Learning for Multiple Language Translation
Daxiang Dong | Hua Wu | Wei He | Dianhai Yu | Haifeng Wang

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Accurate Linear-Time Chinese Word Segmentation via Embedding Matching
Jianqiang Ma | Erhard Hinrichs

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Gated Recursive Neural Network for Chinese Word Segmentation
Xinchi Chen | Xipeng Qiu | Chenxi Zhu | Xuanjing Huang

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An analysis of the user occupational class through Twitter content
Daniel Preoţiuc-Pietro | Vasileios Lampos | Nikolaos Aletras

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Tracking unbounded Topic Streams
Dominik Wurzer | Victor Lavrenko | Miles Osborne

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Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models
Kei Uchiumi | Hiroshi Tsukahara | Daichi Mochihashi

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Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study
Zhenghua Li | Jiayuan Chao | Min Zhang | Wenliang Chen

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AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes
Sascha Rothe | Hinrich Schütze

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Improving Evaluation of Machine Translation Quality Estimation
Yvette Graham