Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Rada Mihalcea, Joyce Chai, Anoop Sarkar (Editors)


Anthology ID:
N15-1
Month:
May–June
Year:
2015
Address:
Denver, Colorado
Venue:
NAACL
SIG:
Publisher:
Association for Computational Linguistics
URL:
https://www.aclweb.org/anthology/N15-1
DOI:
10.3115/v1/N15-1
Bib Export formats:
BibTeX MODS XML EndNote
PDF:
http://aclanthology.lst.uni-saarland.de/N15-1.pdf

pdf bib
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Rada Mihalcea | Joyce Chai | Anoop Sarkar

pdf bib
Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework
Ivan Titov | Ehsan Khoddam

pdf bib
Predicate Argument Alignment using a Global Coherence Model
Travis Wolfe | Mark Dredze | Benjamin Van Durme

pdf bib
Improving unsupervised vector-space thematic fit evaluation via role-filler prototype clustering
Clayton Greenberg | Asad Sayeed | Vera Demberg

pdf bib
A Compositional and Interpretable Semantic Space
Alona Fyshe | Leila Wehbe | Partha P. Talukdar | Brian Murphy | Tom M. Mitchell

pdf bib
Randomized Greedy Inference for Joint Segmentation, POS Tagging and Dependency Parsing
Yuan Zhang | Chengtao Li | Regina Barzilay | Kareem Darwish

pdf bib
An Incremental Algorithm for Transition-based CCG Parsing
Bharat Ram Ambati | Tejaswini Deoskar | Mark Johnson | Mark Steedman

pdf bib
Because Syntax Does Matter: Improving Predicate-Argument Structures Parsing with Syntactic Features
Corentin Ribeyre | Eric Villemonte de la Clergerie | Djamé Seddah

pdf bib
A Hybrid Generative/Discriminative Approach To Citation Prediction
Chris Tanner | Eugene Charniak

pdf bib
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
Young-Bum Kim | Minwoo Jeong | Karl Stratos | Ruhi Sarikaya

pdf bib
Not All Character N-grams Are Created Equal: A Study in Authorship Attribution
Upendra Sapkota | Steven Bethard | Manuel Montes | Thamar Solorio

pdf bib
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks
Rie Johnson | Tong Zhang

pdf bib
Transition-Based Syntactic Linearization
Yijia Liu | Yue Zhang | Wanxiang Che | Bing Qin

pdf bib
Extractive Summarisation Based on Keyword Profile and Language Model
Han Xu | Eric Martin | Ashesh Mahidadia

pdf bib
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space
Carlos A. Colmenares | Marina Litvak | Amin Mantrach | Fabrizio Silvestri

pdf bib
What’s Cookin’? Interpreting Cooking Videos using Text, Speech and Vision
Jonathan Malmaud | Jonathan Huang | Vivek Rathod | Nicholas Johnston | Andrew Rabinovich | Kevin Murphy

pdf bib
Combining Language and Vision with a Multimodal Skip-gram Model
Angeliki Lazaridou | Nghia The Pham | Marco Baroni

pdf bib
Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments
Iftekhar Naim | Young C. Song | Qiguang Liu | Liang Huang | Henry Kautz | Jiebo Luo | Daniel Gildea

pdf bib
TopicCheck: Interactive Alignment for Assessing Topic Model Stability
Jason Chuang | Margaret E. Roberts | Brandon M. Stewart | Rebecca Weiss | Dustin Tingley | Justin Grimmer | Jeffrey Heer

pdf bib
Inferring latent attributes of Twitter users with label regularization
Ehsan Mohammady Ardehaly | Aron Culotta

pdf bib
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses
Alessandro Sordoni | Michel Galley | Michael Auli | Chris Brockett | Yangfeng Ji | Margaret Mitchell | Jian-Yun Nie | Jianfeng Gao | Bill Dolan

pdf bib
How to Make a Frenemy: Multitape FSTs for Portmanteau Generation
Aliya Deri | Kevin Knight

pdf bib
Aligning Sentences from Standard Wikipedia to Simple Wikipedia
William Hwang | Hannaneh Hajishirzi | Mari Ostendorf | Wei Wu

pdf bib
Inducing Lexical Style Properties for Paraphrase and Genre Differentiation
Ellie Pavlick | Ani Nenkova

pdf bib
Entity Linking for Spoken Language
Adrian Benton | Mark Dredze

pdf bib
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering
Rebecca Sharp | Peter Jansen | Mihai Surdeanu | Peter Clark

pdf bib
Personalized Page Rank for Named Entity Disambiguation
Maria Pershina | Yifan He | Ralph Grishman

pdf bib
When and why are log-linear models self-normalizing?
Jacob Andreas | Dan Klein

pdf bib
Deep Multilingual Correlation for Improved Word Embeddings
Ang Lu | Weiran Wang | Mohit Bansal | Kevin Gimpel | Karen Livescu

pdf bib
Disfluency Detection with a Semi-Markov Model and Prosodic Features
James Ferguson | Greg Durrett | Dan Klein

pdf bib
Empty Category Detection With Joint Context-Label Embeddings
Xun Wang | Katsuhito Sudoh | Masaaki Nagata

pdf bib
Incrementally Tracking Reference in Human/Human Dialogue Using Linguistic and Extra-Linguistic Information
Casey Kennington | Ryu Iida | Takenobu Tokunaga | David Schlangen

pdf bib
Digital Leafleting: Extracting Structured Data from Multimedia Online Flyers
Emilia Apostolova | Payam Pourashraf | Jeffrey Sack

pdf bib
Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars
Graham Neubig | Philip Arthur | Kevin Duh

pdf bib
Sign constraints on feature weights improve a joint model of word segmentation and phonology
Mark Johnson | Joe Pater | Robert Staubs | Emmanuel Dupoux

pdf bib
Semi-Supervised Word Sense Disambiguation Using Word Embeddings in General and Specific Domains
Kaveh Taghipour | Hwee Tou Ng

pdf bib
Continuous Space Representations of Linguistic Typology and their Application to Phylogenetic Inference
Yugo Murawaki

pdf bib
Interpreting Compound Noun Phrases Using Web Search Queries
Marius Paşca

pdf bib
Lexicon-Free Conversational Speech Recognition with Neural Networks
Andrew Maas | Ziang Xie | Dan Jurafsky | Andrew Ng

pdf bib
I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions
William Yang Wang | Miaomiao Wen

pdf bib
A Transition-based Algorithm for AMR Parsing
Chuan Wang | Nianwen Xue | Sameer Pradhan

pdf bib
The Geometry of Statistical Machine Translation
Aurelien Waite | Bill Byrne

pdf bib
Data-driven sentence generation with non-isomorphic trees
Miguel Ballesteros | Bernd Bohnet | Simon Mille | Leo Wanner

pdf bib
Latent Domain Word Alignment for Heterogeneous Corpora
Hoang Cuong | Khalil Sima’an

pdf bib
Extracting Human Temporal Orientation from Facebook Language
H. Andrew Schwartz | Gregory Park | Maarten Sap | Evan Weingarten | Johannes Eichstaedt | Margaret Kern | David Stillwell | Michal Kosinski | Jonah Berger | Martin Seligman | Lyle Ungar

pdf bib
An In-depth Analysis of the Effect of Text Normalization in Social Media
Tyler Baldwin | Yunyao Li

pdf bib
Using Summarization to Discover Argument Facets in Online Idealogical Dialog
Amita Misra | Pranav Anand | Jean E. Fox Tree | Marilyn Walker

pdf bib
Active Learning with Rationales for Text Classification
Manali Sharma | Di Zhuang | Mustafa Bilgic

pdf bib
Inferring Temporally-Anchored Spatial Knowledge from Semantic Roles
Eduardo Blanco | Alakananda Vempala

pdf bib
A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization
Masaaki Nishino | Norihito Yasuda | Tsutomu Hirao | Shin-ichi Minato | Masaaki Nagata

pdf bib
Modeling Word Meaning in Context with Substitute Vectors
Oren Melamud | Ido Dagan | Jacob Goldberger

pdf bib
Corpus-based discovery of semantic intensity scales
Chaitanya Shivade | Marie-Catherine de Marneffe | Eric Fosler-Lussier | Albert M. Lai

pdf bib
Dialogue focus tracking for zero pronoun resolution
Sudha Rao | Allyson Ettinger | Hal Daumé III | Philip Resnik

pdf bib
Déjà Image-Captions: A Corpus of Expressive Descriptions in Repetition
Jianfu Chen | Polina Kuznetsova | David Warren | Yejin Choi

pdf bib
Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods
Arvind Neelakantan | Ming-Wei Chang

pdf bib
Robust Morphological Tagging with Word Representations
Thomas Müller | Hinrich Schuetze

pdf bib
English orthography is not “close to optimal”
Garrett Nicolai | Grzegorz Kondrak

pdf bib
LCCT: A Semi-supervised Model for Sentiment Classification
Min Yang | Wenting Tu | Ziyu Lu | Wenpeng Yin | Kam-Pui Chow

pdf bib
Multiview LSA: Representation Learning via Generalized CCA
Pushpendre Rastogi | Benjamin Van Durme | Raman Arora

pdf bib
NASARI: a Novel Approach to a Semantically-Aware Representation of Items
José Camacho-Collados | Mohammad Taher Pilehvar | Roberto Navigli

pdf bib
Towards a standard evaluation method for grammatical error detection and correction
Mariano Felice | Ted Briscoe

pdf bib
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval
Jerome White | Douglas Oard | Aren Jansen | Jiaul Paik | Rashmi Sankepally

pdf bib
Constraint-Based Models of Lexical Borrowing
Yulia Tsvetkov | Waleed Ammar | Chris Dyer

pdf bib
Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data
Tomer Levinboim | Ashish Vaswani | David Chiang

pdf bib
Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding
Yun-Nung Chen | William Yang Wang | Alexander Rudnicky

pdf bib
Expanding Paraphrase Lexicons by Exploiting Lexical Variants
Atsushi Fujita | Pierre Isabelle

pdf bib
Diamonds in the Rough: Event Extraction from Imperfect Microblog Data
Ander Intxaurrondo | Eneko Agirre | Oier Lopez de Lacalle | Mihai Surdeanu

pdf bib
Unsupervised Dependency Parsing: Let’s Use Supervised Parsers
Phong Le | Willem Zuidema

pdf bib
A Linear-Time Transition System for Crossing Interval Trees
Emily Pitler | Ryan McDonald

pdf bib
Unsupervised Multi-Domain Adaptation with Feature Embeddings
Yi Yang | Jacob Eisenstein

pdf bib
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models
Sujay Kumar Jauhar | Chris Dyer | Eduard Hovy

pdf bib
Subsentential Sentiment on a Shoestring: A Crosslingual Analysis of Compositional Classification
Michael Haas | Yannick Versley

pdf bib
Cost Optimization in Crowdsourcing Translation: Low cost translations made even cheaper
Mingkun Gao | Wei Xu | Chris Callison-Burch

pdf bib
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances
José G. C. de Souza | Hamed Zamani | Matteo Negri | Marco Turchi | Daniele Falavigna

pdf bib
Incorporating Word Correlation Knowledge into Topic Modeling
Pengtao Xie | Diyi Yang | Eric Xing

pdf bib
The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition
Colin Cherry | Hongyu Guo

pdf bib
Is Your Anchor Going Up or Down? Fast and Accurate Supervised Topic Models
Thang Nguyen | Jordan Boyd-Graber | Jeffrey Lund | Kevin Seppi | Eric Ringger

pdf bib
Grounded Semantic Parsing for Complex Knowledge Extraction
Ankur P. Parikh | Hoifung Poon | Kristina Toutanova

pdf bib
Sentiment after Translation: A Case-Study on Arabic Social Media Posts
Mohammad Salameh | Saif Mohammad | Svetlana Kiritchenko

pdf bib
Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization
Chen Li | Yang Liu | Lin Zhao

pdf bib
Transforming Dependencies into Phrase Structures
Lingpeng Kong | Alexander M. Rush | Noah A. Smith

pdf bib
Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives
Attapol Rutherford | Nianwen Xue

pdf bib
Solving Hard Coreference Problems
Haoruo Peng | Daniel Khashabi | Dan Roth

pdf bib
Pragmatic Neural Language Modelling in Machine Translation
Paul Baltescu | Phil Blunsom

pdf bib
Key Female Characters in Film Have More to Talk About Besides Men: Automating the Bechdel Test
Apoorv Agarwal | Jiehan Zheng | Shruti Kamath | Sriramkumar Balasubramanian | Shirin Ann Dey

pdf bib
Semantic Grounding in Dialogue for Complex Problem Solving
Xiaolong Li | Kristy Boyer

pdf bib
Learning Knowledge Graphs for Question Answering through Conversational Dialog
Ben Hixon | Peter Clark | Hannaneh Hajishirzi

pdf bib
Sentence segmentation of aphasic speech
Kathleen C. Fraser | Naama Ben-David | Graeme Hirst | Naida Graham | Elizabeth Rochon

pdf bib
Semantic parsing of speech using grammars learned with weak supervision
Judith Gaspers | Philipp Cimiano | Britta Wrede

pdf bib
Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models
Paul Felt | Kevin Black | Eric Ringger | Kevin Seppi | Robbie Haertel

pdf bib
Optimizing Multivariate Performance Measures for Learning Relation Extraction Models
Gholamreza Haffari | Ajay Nagesh | Ganesh Ramakrishnan

pdf bib
Convolutional Neural Network for Paraphrase Identification
Wenpeng Yin | Hinrich Schütze

pdf bib
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval
Xiaodong Liu | Jianfeng Gao | Xiaodong He | Li Deng | Kevin Duh | Ye-yi Wang

pdf bib
Inflection Generation as Discriminative String Transduction
Garrett Nicolai | Colin Cherry | Grzegorz Kondrak

pdf bib
Penalized Expectation Propagation for Graphical Models over Strings
Ryan Cotterell | Jason Eisner

pdf bib
Joint Generation of Transliterations from Multiple Representations
Lei Yao | Grzegorz Kondrak

pdf bib
Prosodic boundary information helps unsupervised word segmentation
Bogdan Ludusan | Gabriel Synnaeve | Emmanuel Dupoux

pdf bib
So similar and yet incompatible: Toward the automated identification of semantically compatible words
Germán Kruszewski | Marco Baroni

pdf bib
Do Supervised Distributional Methods Really Learn Lexical Inference Relations?
Omer Levy | Steffen Remus | Chris Biemann | Ido Dagan

pdf bib
A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions
Bahar Salehi | Paul Cook | Timothy Baldwin

pdf bib
Word Embedding-based Antonym Detection using Thesauri and Distributional Information
Masataka Ono | Makoto Miwa | Yutaka Sasaki

pdf bib
A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts
Lifeng Jin | William Schuler

pdf bib
Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs
Katrin Kirchhoff | Yik-Cheung Tam | Colleen Richey | Wen Wang

pdf bib
Continuous Adaptation to User Feedback for Statistical Machine Translation
Frédéric Blain | Fethi Bougares | Amir Hazem | Loïc Barrault | Holger Schwenk

pdf bib
Normalized Word Embedding and Orthogonal Transform for Bilingual Word Translation
Chao Xing | Dong Wang | Chao Liu | Yiye Lin

pdf bib
Fast and Accurate Preordering for SMT using Neural Networks
Adrià de Gispert | Gonzalo Iglesias | Bill Byrne

pdf bib
APRO: All-Pairs Ranking Optimization for MT Tuning
Markus Dreyer | Yuanzhe Dong

pdf bib
Paradigm classification in supervised learning of morphology
Malin Ahlberg | Markus Forsberg | Mans Hulden

pdf bib
Shift-Reduce Constituency Parsing with Dynamic Programming and POS Tag Lattice
Haitao Mi | Liang Huang

pdf bib
Unsupervised Code-Switching for Multilingual Historical Document Transcription
Dan Garrette | Hannah Alpert-Abrams | Taylor Berg-Kirkpatrick | Dan Klein

pdf bib
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach
Arman Cohan | Luca Soldaini | Nazli Goharian

pdf bib
Effective Feature Integration for Automated Short Answer Scoring
Keisuke Sakaguchi | Michael Heilman | Nitin Madnani

pdf bib
Socially-Informed Timeline Generation for Complex Events
Lu Wang | Claire Cardie | Galen Marchetti

pdf bib
Movie Script Summarization as Graph-based Scene Extraction
Philip John Gorinski | Mirella Lapata

pdf bib
Toward Abstractive Summarization Using Semantic Representations
Fei Liu | Jeffrey Flanigan | Sam Thomson | Norman Sadeh | Noah A. Smith

pdf bib
Encoding World Knowledge in the Evaluation of Local Coherence
Muyu Zhang | Vanessa Wei Feng | Bing Qin | Graeme Hirst | Ting Liu | Jingwen Huang

pdf bib
Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers
Chen Chen | Vincent Ng

pdf bib
Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers
Anupam Guha | Mohit Iyyer | Danny Bouman | Jordan Boyd-Graber

pdf bib
Injecting Logical Background Knowledge into Embeddings for Relation Extraction
Tim Rocktäschel | Sameer Singh | Sebastian Riedel

pdf bib
Unsupervised Entity Linking with Abstract Meaning Representation
Xiaoman Pan | Taylor Cassidy | Ulf Hermjakob | Heng Ji | Kevin Knight

pdf bib
Idest: Learning a Distributed Representation for Event Patterns
Sebastian Krause | Enrique Alfonseca | Katja Filippova | Daniele Pighin

pdf bib
High-Order Low-Rank Tensors for Semantic Role Labeling
Tao Lei | Yuan Zhang | Lluís Màrquez | Alessandro Moschitti | Regina Barzilay

pdf bib
Lexical Event Ordering with an Edge-Factored Model
Omri Abend | Shay B. Cohen | Mark Steedman

pdf bib
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval
Felix Hieber | Stefan Riezler

pdf bib
Accurate Evaluation of Segment-level Machine Translation Metrics
Yvette Graham | Timothy Baldwin | Nitika Mathur

pdf bib
Leveraging Small Multilingual Corpora for SMT Using Many Pivot Languages
Raj Dabre | Fabien Cromieres | Sadao Kurohashi | Pushpak Bhattacharyya

pdf bib
Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction
Dian Yu | Heng Ji | Sujian Li | Chin-Yew Lin

pdf bib
Lachmannian Archetype Reconstruction for Ancient Manuscript Corpora
Armin Hoenen

pdf bib
Distributed Representations of Words to Guide Bootstrapped Entity Classifiers
Sonal Gupta | Christopher D. Manning

pdf bib
Multi-Task Word Alignment Triangulation for Low-Resource Languages
Tomer Levinboim | David Chiang

pdf bib
Automatic cognate identification with gap-weighted string subsequences.
Taraka Rama

pdf bib
Short Text Understanding by Leveraging Knowledge into Topic Model
Shansong Yang | Weiming Lu | Dezhi Yang | Liang Yao | Baogang Wei

pdf bib
Unsupervised Most Frequent Sense Detection using Word Embeddings
Sudha Bhingardive | Dhirendra Singh | Rudramurthy V | Hanumant Redkar | Pushpak Bhattacharyya

pdf bib
Chain Based RNN for Relation Classification
Javid Ebrahimi | Dejing Dou

pdf bib
LR Parsing for LCFRS
Laura Kallmeyer | Wolfgang Maier

pdf bib
Mining for unambiguous instances to adapt part-of-speech taggers to new domains
Dirk Hovy | Barbara Plank | Héctor Martínez Alonso | Anders Søgaard

pdf bib
Clustering Sentences with Density Peaks for Multi-document Summarization
Yang Zhang | Yunqing Xia | Yi Liu | Wenmin Wang

pdf bib
Development of the Multilingual Semantic Annotation System
Scott Piao | Francesca Bianchi | Carmen Dayrell | Angela D’Egidio | Paul Rayson

pdf bib
Unsupervised Sparse Vector Densification for Short Text Similarity
Yangqiu Song | Dan Roth

pdf bib
#WhyIStayed, #WhyILeft: Microblogging to Make Sense of Domestic Abuse
Nicolas Schrading | Cecilia Ovesdotter Alm | Raymond Ptucha | Christopher Homan

pdf bib
Morphological Word-Embeddings
Ryan Cotterell | Hinrich Schütze

pdf bib
Recognizing Social Constructs from Textual Conversation
Somak Aditya | Chitta Baral | Nguyen Ha Vo | Joohyung Lee | Jieping Ye | Zaw Naung | Barry Lumpkin | Jenny Hastings | Richard Scherl | Dawn M. Sweet | Daniela Inclezan

pdf bib
Two/Too Simple Adaptations of Word2Vec for Syntax Problems
Wang Ling | Chris Dyer | Alan W. Black | Isabel Trancoso

pdf bib
Estimating Numerical Attributes by Bringing Together Fragmentary Clues
Hiroya Takamura | Jun’ichi Tsujii

pdf bib
Unsupervised POS Induction with Word Embeddings
Chu-Cheng Lin | Waleed Ammar | Chris Dyer | Lori Levin

pdf bib
Improving Update Summarization via Supervised ILP and Sentence Reranking
Chen Li | Yang Liu | Lin Zhao

pdf bib
MPQA 3.0: An Entity/Event-Level Sentiment Corpus
Lingjia Deng | Janyce Wiebe

pdf bib
Everyone Likes Shopping! Multi-class Product Categorization for e-Commerce
Zornitsa Kozareva

pdf bib
GPU-Friendly Local Regression for Voice Conversion
Taylor Berg-Kirkpatrick | Dan Klein

pdf bib
Response-based Learning for Machine Translation of Open-domain Database Queries
Carolin Haas | Stefan Riezler

pdf bib
Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques
Andrew Shin | Ryohei Sasano | Hiroya Takamura | Manabu Okumura

pdf bib
Multilingual Open Relation Extraction Using Cross-lingual Projection
Manaal Faruqui | Shankar Kumar

pdf bib
Learning to parse with IAA-weighted loss
Héctor Martínez Alonso | Barbara Plank | Arne Skjærholt | Anders Søgaard

pdf bib
Exploiting Text and Network Context for Geolocation of Social Media Users
Afshin Rahimi | Duy Vu | Trevor Cohn | Timothy Baldwin

pdf bib
Discriminative Phrase Embedding for Paraphrase Identification
Wenpeng Yin | Hinrich Schütze

pdf bib
Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction
Mo Yu | Matthew R. Gormley | Mark Dredze

pdf bib
CASSA: A Context-Aware Synonym Simplification Algorithm
Ricardo Baeza-Yates | Luz Rello | Julia Dembowski

pdf bib
Simple task-specific bilingual word embeddings
Stephan Gouws | Anders Søgaard

pdf bib
Sampling Techniques for Streaming Cross Document Coreference Resolution
Luke Shrimpton | Victor Lavrenko | Miles Osborne

pdf bib
On the Automatic Learning of Sentiment Lexicons
Aliaksei Severyn | Alessandro Moschitti

pdf bib
Large-Scale Native Language Identification with Cross-Corpus Evaluation
Shervin Malmasi | Mark Dras

pdf bib
Unediting: Detecting Disfluencies Without Careful Transcripts
Victoria Zayats | Mari Ostendorf | Hannaneh Hajishirzi

pdf bib
Type-Driven Incremental Semantic Parsing with Polymorphism
Kai Zhao | Liang Huang

pdf bib
Template Kernels for Dependency Parsing
Hillel Taub-Tabib | Yoav Goldberg | Amir Globerson

pdf bib
Embedding a Semantic Network in a Word Space
Richard Johansson | Luis Nieto Piña

pdf bib
Random Walks and Neural Network Language Models on Knowledge Bases
Josu Goikoetxea | Aitor Soroa | Eneko Agirre

pdf bib
Identification and Characterization of Newsworthy Verbs in World News
Benjamin Nye | Ani Nenkova

pdf bib
Enhancing Sumerian Lemmatization by Unsupervised Named-Entity Recognition
Yudong Liu | Clinton Burkhart | James Hearne | Liang Luo

pdf bib
Extracting Information about Medication Use from Veterinary Discussions
Haibo Ding | Ellen Riloff

pdf bib
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms
David Jurgens | Mohammad Taher Pilehvar

pdf bib
Cross-lingual Text Classification Using Topic-Dependent Word Probabilities
Daniel Andrade | Kunihiko Sadamasa | Akihiro Tamura | Masaaki Tsuchida

pdf bib
Testing and Comparing Computational Approaches for Identifying the Language of Framing in Political News
Eric Baumer | Elisha Elovic | Ying Qin | Francesca Polletta | Geri Gay

pdf bib
Echoes of Persuasion: The Effect of Euphony in Persuasive Communication
Marco Guerini | Gözde Özbal | Carlo Strapparava

pdf bib
Translating Videos to Natural Language Using Deep Recurrent Neural Networks
Subhashini Venugopalan | Huijuan Xu | Jeff Donahue | Marcus Rohrbach | Raymond Mooney | Kate Saenko

pdf bib
Learning to Interpret and Describe Abstract Scenes
Luis Gilberto Mateos Ortiz | Clemens Wolff | Mirella Lapata

pdf bib
A Comparison of Update Strategies for Large-Scale Maximum Expected BLEU Training
Joern Wuebker | Sebastian Muehr | Patrick Lehnen | Stephan Peitz | Hermann Ney

pdf bib
Learning Translation Models from Monolingual Continuous Representations
Kai Zhao | Hany Hassan | Michael Auli

pdf bib
A Corpus and Model Integrating Multiword Expressions and Supersenses
Nathan Schneider | Noah A. Smith

pdf bib
Good News or Bad News: Using Affect Control Theory to Analyze Readers’ Reaction Towards News Articles
Areej Alhothali | Jesse Hoey

pdf bib
Do We Really Need Lexical Information? Towards a Top-down Approach to Sentiment Analysis of Product Reviews
Yulia Otmakhova | Hyopil Shin

pdf bib
How to Memorize a Random 60-Bit String
Marjan Ghazvininejad | Kevin Knight

pdf bib
A Bayesian Model for Joint Learning of Categories and their Features
Lea Frermann | Mirella Lapata

pdf bib
Shared common ground influences information density in microblog texts
Gabriel Doyle | Michael Frank

pdf bib
Hierarchic syntax improves reading time prediction
Marten van Schijndel | William Schuler

pdf bib
Retrofitting Word Vectors to Semantic Lexicons
Manaal Faruqui | Jesse Dodge | Sujay Kumar Jauhar | Chris Dyer | Eduard Hovy | Noah A. Smith

pdf bib
“You’re Mr. Lebowski, I’m the Dude”: Inducing Address Term Formality in Signed Social Networks
Vinodh Krishnan | Jacob Eisenstein

pdf bib
Unsupervised Morphology Induction Using Word Embeddings
Radu Soricut | Franz Och