Accepted Papers
Long Papers
A CALL system for learning preposition usage
John Lee
A Character-level Decoder without Explicit Segmentation for Neural Machine Translation
Junyoung Chung, Kyunghyun Cho and Yoshua Bengio
A Continuous Space Rule Selection Model for Syntax-based Statistical Machine Translation
Jingyi Zhang, Masao Utiyama, Eiichro Sumita, Graham Neubig and Satoshi Nakamura
A Corpus-Based Analysis of Canonical Word Order of Japanese Double Object Constructions
Ryohei Sasano and Manabu Okumura
A Discriminative Topic Model using Document Network Structure
Weiwei Yang, Jordan Boyd-Graber and Philip Resnik
A Fast Unified Model for Parsing and Sentence Understanding
Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning and Christopher Potts
A Mean-Field Vector Space for Distributional Semantics for Entailment
James Henderson and Diana Popa
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer
Di Lu, Xiaoman Pan, Nima Pourdamghani, Heng Ji, Shih-Fu Chang and Kevin Knight
A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation
Peng Qian, Xipeng Qiu and Xuanjing Huang
A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data
Adam Trischler, Zheng Ye, Xingdi Yuan, Jing He and Phillip Bachman
A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Jianfeng Gao and Bill Dolan
A Search-Based Dynamic Reranking Model for Dependency Parsing
Hao Zhou, Yue Zhang, Shujian Huang, Junsheng Zhou, XIN-YU DAI and Jiajun Chen
A Sentence Interaction Network for Modeling Dependence between Sentences
Biao Liu and Minlie Huang
A short proof that O_2 is an MCFL
Mark-Jan Nederhof
A Thorough Examination of the CNN / Daily Mail Reading Comprehension Task
Danqi Chen, Jason Bolton and Christopher D. Manning
A Trainable Spaced Repetition Model for Language Learning
Burr Settles and Brendan Meeder
A Transition-Based System for Joint Lexical and Syntactic Analysis
Matthieu Constant and Joakim Nivre
A Word-based Neural Network Method for Chinese Word Segmentation
Deng Cai and Hai Zhao
Achieving open vocabulary neural machine translation with hybrid word-character models
Minh-Thang Luong and Christopher D. Manning
Active Learning for Dependency Parsing with Partial Annotation
Zhenghua Li, Min Zhang, Yue Zhang, Zhanyi Liu, Wenliang Chen, Hua Wu and Haifeng Wang
Adaptive Joint Learning of Compositional and Non-Compositional Phrase Embeddings
Kazuma Hashimoto and Yoshimasa Tsuruoka
Addressing Limited Data for Textual Entailment Across Domains
Chaitanya Shivade, Preethi Raghavan and Siddharth Patwardhan
Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora
Chunyang Liu, Yang Liu and Maosong Sun
Alleviating Poor Context with Background Knowledge for Named Entity Disambiguation
Ander Barrena, Aitor Soroa and Eneko Agirre
ALTO: Active Learning with Topic Overviews for Speeding Label Induction and Document Labeling
Forough Poursabzi-Sangdeh, Jordan Boyd-Graber, Leah Findlater and Kevin Seppi
Analysing Biases in Human Perception of User Age and Gender from Text
Lucie Flekova, Jordan Carpenter, Salvatore Giorgi, Lyle Ungar and Daniel Preoţiuc-Pietro
Annotating and Predicting Non-Restrictive Noun Phrase Modifications
Gabriel Stanovsky and Ido Dagan
AraSenTi: Large-Scale Twitter-Specific Arabic Sentiment Lexicons
Nora Al-Twairesh, Hend Al-Khalifa and Abdulmalik AlSalman
Automatic identification of vector-space semantic content in speech to detect Alzheimer's disease
Maria Yancheva and Frank Rudzicz
Automatic Labeling of Topic Models Using Text Summaries
Tianming Wang and Xiaojun Wan
Automatic Stance Classification of Argumentative Essays
Isaac Persing
Automatic Text Scoring Using Neural Networks
Dimitrios Alikaniotis, Helen Yannakoudakis and Marek Rei
Beyond Plain Spatial Knowledge: Determining Where Entities Are and Are Not Located, and For How Long
Alakananda Vempala and Eduardo Blanco
Bi-Transferring Deep Neural Networks for Domain Adaptation
Guangyou Zhou, Jun Zhao and Xiangji Jimmy Huang
Bidirectional Recurrent Convolutional Neural Network for Relation Classification
Rui Cai, Xiaodong Zhang and Houfeng WANG
Bilingual Segmented Topic Model
Akihiro Tamura and Eiichiro Sumita
Case and Cause in Icelandic: Reconstructing Causal Networks of Cascaded Language Changes
Fermin Moscoso del Prado Martin and Christian Brendel
Causality of Verbs for Grounded Language Understanding
Qiaozi Gao, Malcolm Doering, Shaohua Yang and Joyce Chai
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases
Zihang Dai, Lei Li and Wei Xu
Chinese Couplet Generation with Neural Network Structures
Rui Yan
Collective Entity Resolution with Multi-Focal Attention
Amir Globerson, Nevena Lazic, Soumen Chakrabarti, Amarnag Subramanya, Michael Ringaard and Fernando Pereira
Combining Natural Logic and Shallow Reasoning for Question Answering
Gabor Angeli, Neha Nayak and Christopher D. Manning
Commonsense Knowledge Base Completion
Xiang Li, Aynaz Taheri, Lifu Tu and Kevin Gimpel
Composing Distributed Representations of Relational Patterns
Sho Takase, Naoaki Okazaki and Kentaro Inui
Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text
Kristina Toutanova, Victoria Lin, Wen-tau Yih, Hoifung Poon and Chris Quirk
Compositional Sequence Labeling Models for Error Detection in Learner Writing
Marek Rei and Helen Yannakoudakis
Compressing Neural Language Models by Sparse Word Representations
Yunchuan Chen, Lili Mou, Yan Xu, Ge Li and Zhi Jin
Connotation Frames: A Data-Driven Investigation
Hannah Rashkin, Sameer Singh and Yejin Choi
Constrained Multi-Task Learning for Automated Essay Scoring
Ronan Cummins, Meng Zhang and Ted Briscoe
Context-aware Argumentative Relation Mining
Huy Nguyen and Diane Litman
Continuous Profile Models in ASL Syntactic Facial Expression Synthesis
Hernisa Kacorri and Matt Huenerfauth
Coordination Annotation Extension in the Penn Tree Bank
Jessica Ficler and Yoav Goldberg
Cross-domain Text Classification with Multiple Domains and Disparate Label Sets
Himanshu Sharad Bhatt, Manjira Sinha and Shourya Roy
Cross-Lingual Image Caption Generation
Takashi Miyazaki and Nobuyuki Shimizu
Cross-Lingual Lexico-Semantic Transfer in Language Learning
Ekaterina Kochmar and Ekaterina Shutova
Cross-lingual Models of Word Embeddings: An Empirical Comparison
Shyam Upadhyay, Manaal Faruqui, Chris Dyer and Dan Roth
Cross-Lingual Morphological Tagging for Low-Resource Languages
Jan Buys and Jan A. Botha
Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning
Xinjie Zhou and Xiaojun Wan
CSE: Conceptual Sentence Embeddings based on Attention Model
Yashen Wang, Heyan Huang, Chong Feng, Qiang Zhou, Jiahui Gu and Xiong Gao
Data Recombination for Neural Semantic Parsing
Robin Jia and Percy Liang
Deep Fusion LSTMs for Text Semantic Matching
Pengfei Liu, Xipeng Qiu and Xuanjing Huang
Deep Reinforcement Learning with a Natural Language Action Space
Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng and Mari Ostendorf
Dependency Parsing with Bounded Block Degree and Well-nestedness viaLagrangian Relaxation and Branch-and-Bound
Caio Corro, Joseph Le Roux, Mathieu Lacroix, Antoine Rozenknop and Roberto Wolfler Calvo
Detecting Common Discussion Topics Across Culture From News Reader Comments
Bei Shi, Wai Lam, Lidong Bing and Yinqing Xu
Detecting Events in FrameNet
Shulin Liu, Kang Liu and Jun Zhao
Diachronic word embeddings reveal laws of semantic change
William Hamilton, Jure Leskovec and Dan Jurafsky
Discovery of Treatments from Text Corpora
Christian Fong and Justin Grimmer
Discriminative Deep Random Walk for Network Classification
Juzheng Li, Jun Zhu and Bo Zhang
DocChat: An Information Retrieval Approach for Chatbot Engines Using Unstructured Documents
Zhao Yan, Nan Duan, Junwei Bao, Peng Chen, Ming Zhou, Zhoujun Li and Jianshe Zhou
Document-level Sentiment Inference with Social, Faction, and Discourse Context
Eunsol Choi, Hannah Rashkin, Luke Zettlemoyer and Yejin Choi
Domain Adaptation for Authorship Attribution: Improved Structural Correspondence Learning
Upendra Sapkota, Thamar Solorio, Manuel Montes and Steven Bethard
Easy Questions First? Curriculum Learning for Question Answering
Mrinmaya Sachan and Eric Xing
Easy Things First: Installments Improve Referring Expression Generation for Objects in Photographs
Sina Zarrieß and David Schlangen
Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference
Effi Levi, Roi Reichart and Ari Rappoport
Effects of Text Corpus Properties on Short Text Clustering Performance
Catherine Finegan-Dollak, Reed Coke, Rui Zhang, Xiangyi Ye and Dragomir Radev
Efficient techniques for parsing with tree automata
Jonas Groschwitz, Mark Johnson and Alexander Koller
Embeddings for Word Sense Disambiguation: An Evaluation Study
Ignacio Iacobacci, Mohammad Taher Pilehvar and Roberto Navigli
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures
Makoto Miwa and Mohit Bansal
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Xuezhe Ma and Eduard Hovy
Entropy converges between dialogue participants: explanations from an information-theoretic perspective
Yang Xu and David Reitter
Evaluating Sentiment Analysis in the Context of Securities Trading
Siavash Kazemian, Shunan Zhao and Gerald Penn
Exploring Convolutional and Recurrent Neural Networks in Sequential Labelling for Dialogue Topic Tracking
Seokhwan Kim, Rafael Banchs and Haizhou Li
Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression
E.D. Gutierrez, Roger Levy and Benjamin Bergen
Finding the Middle Ground - A Model for Planning Satisficing Answers
Sabine Janzen, Wolfgang Maaß and Tobias Kowatsch
Generalized Transition-based Dependency Parsing via Control Parameters
Bernd Bohnet, Ryan McDonald, Emily Pitler and Ji Ma
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus
Iulian Vlad Serban, Alberto García-Durán, Caglar Gulcehre, Sungjin Ahn, Sarath Chandar, Aaron Courville and Yoshua Bengio
Generating Natural Questions About an Image
Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He and Lucy Vanderwende
Generative Topic Embedding: a Continuous Representation of Documents
Shaohua Li, Tat-Seng Chua, Jun Zhu and Chunyan Miao
Globally Normalized Transition-Based Neural Networks
Daniel Andor, Chris Alberti, David Weiss, Aliaksei Severyn, Alessandro Presta, Kuzman Ganchev, Slav Petrov and Michael Collins
Grammatical Error Correction: Machine Translation and Classifiers
Alla Rozovskaya and Dan Roth
Graph-based Dependency Parsing with Bidirectional LSTM
Wenhui Wang and Baobao Chang
Graph-Based Translation Via Graph Segmentation
Liangyou Li, Andy Way and Qun Liu
Grapheme-to-Phoneme Models for (Almost) Any Language
Aliya Deri and Kevin Knight
Harnessing Cognitive Features for Sarcasm Detection
Abhijit Mishra, Diptesh Kanojia, Kuntal Dey, Seema Nagar and Pushpak Bhattacharyya
Harnessing Deep Neural Networks with Logic Rules
Zhiting Hu, Xuezhe Ma, Zhengzhong Liu, Eduard Hovy and Eric Xing
Hidden Softmax Sequence Model for Dialogue Structure Analysis
Zhiyang He, Xien Liu, Ping Lv and Ji Wu
How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions
Arun Chaganty and Percy Liang
How to Train Dependency Parsers with Inexact Search for Joint Sentence Boundary Detection and Parsing of Entire Documents
Anders Björkelund, Agnieszka Faleńska, Wolfgang Seeker and Jonas Kuhn
How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation
Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin and Wei-Ying Ma
Identifying Causal Relations Using Parallel Wikipedia Articles
Christopher Hidey and Kathy McKeown
Idiom Token Classification using Sentential Distributed Semantics
Giancarlo Salton, Robert Ross and John Kelleher
Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network
Jifan Chen, Qi Zhang and Xuanjing Huang
Improved Representation Learning for Question Answer Matching
Ming Tan, Cicero dos Santos, Bing Xiang and Bowen Zhou
Improved Semantic Parsers For If-Then Statements
I. Beltagy and Chris Quirk
Improving Coreference Resolution by Learning Entity-Level Distributed Representations
Kevin Clark and Christopher D. Manning
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
Vered Shwartz, Yoav Goldberg and Ido Dagan
Improving Neural Machine Translation Models with Monolingual Data
Rico Sennrich, Barry Haddow and Alexandra Birch
Incorporating Copying Mechanism in Sequence-to-Sequence Learning
Jiatao Gu, Zhengdong Lu, Hang Li and Victor O.K. Li
Incremental Acquisition of Verb Hypothesis Space towards Physical World Interaction
Lanbo She and Joyce Chai
Inferring Logical Forms From Denotations
Panupong Pasupat and Percy Liang
Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast
Svitlana Volkova and Yoram Bachrach
Inner Attention based Recurrent Neural Network for Answer Selection
Bingning Wang, Kang Liu and Jun Zhao
Intrinsic Subspace Evaluation of Word Embedding Representations
Yadollah Yaghoobzadeh and Hinrich Schütze
Investigating Language Universal and Specific in Word Embedding
Peng Qian, Xipeng Qiu and Xuanjing Huang
Investigating LSTMs for Joint Extraction of Opinion Entities and Relations
Arzoo Katiyar and Claire Cardie
Investigating the Sources of Linguistic Alignment in Conversation
Gabriel Doyle and Michael C. Frank
Jointly Event Extraction and Visualization on Twitter via Probabilistic Modelling
Deyu ZHOU, Tianmeng Gao and Yulan He
Jointly Learning to Embed and Predict with Multiple Languages
Daniel C. Ferreira, André F. T. Martins and Mariana S. C. Almeida
Knowledge Base Completion via Coupled Path Ranking
Quan Wang, Jing Liu, Yuanfei Luo, Bin Wang and Chin-Yew Lin
Knowledge-Based Semantic Embedding for Machine Translation
Chen Shi, Shujie Liu, Shuo Ren, Shi Feng, Mu Li, Ming Zhou, Xu Sun, and Houfeng Wang
Language to Logical Form with Neural Attention
Li Dong and Mirella Lapata
Language Transfer Learning for Supervised Lexical Substitution
Gerold Hintz and Chris Biemann
Larger-Context Language Modelling with Recurrent Neural Network
Tian Wang and Kyunghyun Cho
Latent Predictor Networks for Code Generation
Wang Ling, Phil Blunsom, Edward Grefenstette, Karl Moritz Hermann, Tomáš Kočiský, Fumin Wang and Andrew Senior
Learning Concept Taxonomies from Multi-modal Data
Hao Zhang, Zhiting Hu, Yuntian Deng, Mrinmaya Sachan, Zhicheng Yan and Eric Xing
Learning Language Games through Interaction
Sida I. Wang, Percy Liang and Christopher D. Manning
Learning Precise Partial Semantic Mappings via Linear Algebra
Fereshte Khani, Martin Rinard and Percy Liang
Learning Prototypical Event Structure from Photo Albums
Antoine Bosselut, Jianfu Chen, David Warren, Hannaneh Hajishirzi and Yejin Choi
Learning Semantically and Additively Compositional Distributional Representations
Ran Tian, Naoaki Okazaki and Kentaro Inui
Learning Structured Predictors from Partial Information for Interactive NLP
Artem Sokolov, Julia Kreutzer, Chris Lo and Stefan Riezler
Learning Text Pair Similarity with Context-sensitive Autoencoders
Hadi Amiri, Philip Resnik, Jordan Boyd-Graber and Hal Daumé III
Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning
Yulia Tsvetkov, Manaal Faruqui, Wang Ling and Chris Dyer
Learning To Use Formulas To Solve Simple Arithmetic Problems
Arindam Mitra and Chitta Baral
Learning Word Meta-Embeddings
Wenpeng Yin and Hinrich Schütze
Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints
Greg Durrett, Taylor Berg-Kirkpatrick and Dan Klein
Leveraging inflection tables for Stemming and Lemmatization via Discriminative String Transduction.
Garrett Nicolai and Grzegorz Kondrak
LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning
Andrew Bennett, Timothy Baldwin, Jey Han Lau, Diana McCarthy and Francis Bond
Liberal Event Extraction and Event Schema Induction
Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han and Avirup Sil
Literal and Metaphorical Senses in Compositional Distributional Semantic Models
E.D. Gutierrez, Ekaterina Shutova, Tyler Marghetis and Benjamin Bergen
Metaphor Detection Using Topic Transition, Emotion and Cognition in Context
Hyeju Jang, Yohan Jo, Qinlan Shen, Michael Miller, Seungwhan Moon and Carolyn Rose
Minimum Risk Training for Neural Machine Translation
Shiqi Shen, Yong Cheng, Zhongjun He, Wei He, Hua Wu, Maosong Sun and Yang Liu
Mining Paraphrasal Typed Templates from a Plain Text Corpus
Or Biran, Terra Blevins and Kathleen McKeown
Model Architectures for Quotation Detection
Christian Scheible, Roman Klinger and Sebastian Padó
Modeling Concept Dependencies in a Scientific Corpus
Jonathan Gordon, Linhong Zhu, Gully Burns, Aram Galstyan and Prem Natarajan
Modeling Coverage for Neural Machine Translation
Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu and Hang Li
Modeling Simpler Logical Forms via Model Projections
Reginald Long, Panupong Pasupat and Percy Liang
Modeling Social Norms Evolution for Personalized Sentiment Classification
Lin Gong, Mohammad Al Boni and Hongning Wang
Models and Inference for Prefix-Constrained Machine Translation
Joern Wuebker, Spence Green, John DeNero, Sasa Hasan and Minh-Thang Luong
Morphological Smoothing and Extrapolation of Word Embeddings
Ryan Cotterell, Jason Eisner and Hinrich Schütze
Most "babies" are "little" and most "problems" are "huge": Compositional Entailment in Adjective-Nouns
Ellie Pavlick and Chris Callison-Burch
Multimodal Pivots for Image Caption Translation
Julian Hitschler, Shigehiko Schamoni and Stefan Riezler
MUTT: Metric Unit TesTing for Language Generation Tasks
William Boag, Renan Campos, Anna Rumshisky and Kate Saenko
N-gram language models for massively parallel devices
Nikolay Bogoychev and Adam Lopez
Neural Greedy Constituent Parsing with Dynamic Oracles
Maximin Coavoux and Benoit Crabbé
Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich, Barry Haddow and Alexandra Birch
Neural Network-Based Model for Japanese Predicate Argument Structure Analysis
Tomohide Shibata, Daisuke Kawahara and Sadao Kurohashi
Neural Networks For Negation Scope Detection
Federico Fancellu, Adam Lopez and Bonnie Webber
Neural Relation Extraction with Selective Attention over Instances
Yankai Lin, Shiqi Shen, Zhiyuan Liu and Maosong Sun
Neural Semantic Role Labeling with Dependency Path Embeddings
Michael Roth and Mirella Lapata
Neural Summarization by Extracting Sentences and Words
Jianpeng Cheng and Mirella Lapata
News Citation Recommendation with Implicit and Explicit Semantics
Hao Peng, Jing Liu and Chin-Yew Lin
Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing
James Goodman, Andreas Vlachos and Jason Naradowsky
Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation
Nut Limsopatham and Nigel Collier
Normalized Log-Linear Language Model Interpolation is Efficient
Kenneth Heafield, Chase Geigle, Sean Massung and Lane Schwartz
Off-topic Response Detection for Spontaneous Spoken English Assessment
Andrey Malinin, Rogier van Dalen, Kate Knill, Yu Wang and Mark Gales
On approximately searching similar word embeddings
Kohei Sugawara, Hayato Kobayashi and Masajiro Iwasaki
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings
Ivan Vulić and Anna Korhonen
On the Similarities Between Native, Non-native and Translated Texts
Ella Rabinovich, Sergiu Nisioi, Noam Ordan and Shuly Wintner
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
Pei-Hao Su, Milica Gasic, Nikola Mrkšić, Lina M. Rojas Barahona, Stefan Ultes, David Vandyke, Tsung-Hsien Wen and Steve Young
One for All: Towards Language Independent Named Entity Linking
Avirup Sil and Radu Florian
Optimizing an approximation of ROUGE - a problem-reduction approach to extractive multi-document summarization
Maxime Peyrard and Judith Eckle-Kohler
Optimizing Spectral Learning for Parsing
Shashi Narayan and Shay B. Cohen
Part-of-Speech Induction from fMRI
Joachim Bingel, Maria Barrett and Anders Søgaard
Phrase Structure Annotation and Parsing for Learner English
Ryo Nagata and Keisuke Sakaguchi
Pointing the Unknown Words
Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, Bowen Zhou and Yoshua Bengio
Predicting the Compositionality of Nominal Compounds: Giving Word Embeddings a Hard Time
Silvio Cordeiro, Carlos Ramisch, Marco Idiart and Aline Villavicencio
Predicting the Rise and Fall of Scientific Topics from Linguistic Cues to their Scholarly Functions
Vinodkumar Prabhakaran, William Hamilton, Dan McFarland and Dan Jurafsky
Prediction of Prospective User Engagement with Intelligent Assistants
Shumpei Sano, Nobuhiro Kaji and Manabu Sassano
Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network
Zhisong Zhang and Hai Zhao
Query Expansion with Locally-Trained Word Embeddings
Fernando Diaz, Bhaskar Mitra and Nick Craswell
Question Answering on Freebase via Relation Extraction and Textual Evidence
Kun Xu, Yansong Feng, Siva Reddy and Songfang Huang
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction
Lei Sha, Jing Liu, Chin-Yew Lin, Sujian Li, Baobao Chang, Zhifang Sui
Reconstructing Hidden Documents from Observed Text
Matthew Burgess, Eugenia Giraudy and Eytan Adar
Recurrent neural network models for disease name recognition using domain invariant features
Sunil Sahu and Ashish Anand
Relation Classification via Multi-Level Attention CNNs
Linlin Wang, Zhu Cao, Gerard de Melo and Zhiyuan Liu
Resolving References to Objects in Photographs using the Words-As-Classifiers Model
David Schlangen, Sina Zarrieß and Casey Kennington
Scaling a Natural Language Generation System
Jonathan Pfeil and Soumya Ray
Segment-Level Sequence Modeling using Gated Recursive Semi-Markov Conditional Random Fields
Jingwei Zhuo, Jun Zhu, Yong Cao, Zaiqing Nie and Bo Zhang
Semi-Supervised Learning for Neural Machine Translation
Yong Cheng and Yang Liu
Sentence Rewriting for Semantic Parsing
Bo Chen, Le Sun, Xianpei Han and Bo An
Sentiment Domain Adaptation with Multiple Sources
Fangzhao Wu and Yongfeng Huang
Sequence-based Structured Prediction for Semantic Parsing
Chunyang Xiao, Marc Dymetman and Claire Gardent
Set-Theoretic Alignment for Comparable Corpora
Thierry Etchegoyhen and Andoni Azpeitia
Siamese CBOW: Optimizing Word Embeddings for Sentence Representations
Tom Kenter, Alexey Borisov and Maarten de Rijke
Situation entity types: automatic classification of clause-level aspect
Annemarie Friedrich, Alexis Palmer and Manfred Pinkal
Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models
Shafiq Joty and Enamul Hoque
Stack-propagation: Improved Representation Learning for Syntax
Yuan Zhang and David Weiss
Strategies for Training Large Vocabulary Neural Language Models
Wenlin Chen, David Grangier and Michael Auli
Summarizing Source Code using a Neural Attention Model
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung and Luke Zettlemoyer
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction and Utilization
Lucie Flekova and Iryna Gurevych
Synthesizing Compound Words for Machine Translation
Austin Matthews, Eva Schlinger, Alon Lavie and Chris Dyer
Tables as Semi-structured Knowledge for Question Answering
Sujay Kumar Jauhar, Peter Turney and Eduard Hovy
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning
Ekaterina Vylomova, Laura Rimell, Trevor Cohn and Timothy Baldwin
Target-Side Context for Discriminative Models in Statistical Machine Translation
Aleš Tamchyna, Alexander Fraser and Ondřej Bojar
Temporal Anchoring of Events for the TimeBank Corpus
Nils Reimers, Nazanin Dehghani and Iryna Gurevych
Text Understanding with the Attention Sum Reader Network
Rudolf Kadlec, Martin Schmid, Ondřej Bajgar and Jan Kleindienst
The Creation and Analysis of a Website Privacy Policy Corpus
Shomir Wilson, Florian Schaub, Aswarth Abhilash Dara, Frederick Liu, Sushain Cherivirala, Pedro Giovanni Leon, Mads Schaarup Andersen, Sebastian Zimmeck, Kanthashree Mysore Sathyendra, N. Cameron Russell, Thomas B. Norton, Eduard Hovy, Joel Reidenberg and Norman Sadeh
The LAMBADA dataset: Word prediction requiring a broad discourse context
Denis Paperno, Raffaella Bernardi, Gemma Boleda, Raquel Fernandez, Germán Kruszewski, Angeliki Lazaridou, Ngoc Quan Pham and Marco Baroni
The More Antecedents, the Merrier: Tackling Multiple Antecedents in Anaphor Resolution
Hardik Vala, Andrew Piper and Derek Ruths
The Top 14 Aspects of Editorial Quality Control of Online News
Ioannis Arapakis, Filipa Peleja, Barla Berkant and Joao Magalhaes
Together we stand: Siamese Networks for Similar Question Retrieval
Arpita Das, Harish Yenala, Manoj Chinnakotla and Manish Shrivastava
Topic Extraction from Microblog Posts Using Conversation Structures
Jing Li, Ming Liao, Wei Gao, Yulan He and Kam-Fai Wong
Toward Constructing Sports News from Live Text Commentary
Jianmin Zhang, Jin-ge Yao and Xiaojun Wan
Towards more variation in text generation Developing and evaluating variation models for choice of referential form
Thiago Castro Ferreira
TransG : A Generative Model for Knowledge Graph Embedding
Han Xiao, Minlie Huang and Xiaoyan Zhu
Transition-Based Left-Corner Parsing for Identifying PTB-Style Nonlocal Dependencies
Yoshihide Kato and Shigeki Matsubara
Tree-to-Sequence Attentional Neural Machine Translation
Akiko Eriguchi, Kazuma Hashimoto and Yoshimasa Tsuruoka
Two Discourse Driven Language Models for Semantics
Haoruo Peng and Dan Roth
Understanding Discourse on Work and Job-Related Well-Being in Public Social Media
Tong Liu, Christopher Homan, Cecilia Ovesdotter Alm, Megan Lytle, Ann Marie White and Henry Kautz
Universal Dependencies for Learner English
Yevgeni Berzak, Jessica Kenney, Carolyn Spadine, Jing Xian Wang, Lucia Lam, Keiko Sophie Mori, Sebastian Garza and Boris Katz
Unravelling Names of Fictional Characters
Katerina Papantoniou and Stasinos Konstantopoulos
Unsupervised Multi-Author Document Decomposition Based on Hidden Markov Model
Khaled Aldebei, Xiangjian He, Wenjing Jia and Jie Yang
Unsupervised Person Slot Filling based on Graph Mining
Dian Yu and Heng Ji
User Modeling in Language Learning with Macaronic Texts
Adithya Renduchintala, Rebecca Knowles, Philipp Koehn and Jason Eisner
Using Sentence-Level LSTM Language Models for Script Inference
Karl Pichotta and Raymond J. Mooney
Verbs taking clausal and non-finite arguments as signals of factuality or uncertainty – revisiting the issue of meaning grounded in syntax
Judith Eckle-Kohler
Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM
Ivan Habernal and Iryna Gurevych
Which Coreference Evaluation Metric Do You Trust? A Proposal for a Link-based Entity Aware Metric
Nafise Sadat Moosavi and Michael Strube
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia
Daniel Hewlett, Alexandre Lacoste, Llion Jones, Illia Polosukhin, Andrew Fandrianto, Jay Han, Matthew Kelcey and David Berthelot
Word-Based Neural Models for Chinese Segmentation
Meishan Zhang and Yue Zhang
Zero Pronoun Resolution with Low-Dimensional Features
Chen Chen and Vincent Ng
Short Papers
A Domain Adaptation Regularization for Denoising Autoencoders
Stephane Clinchant, Gabriela Csurka and Boris Chidlovskii
A Fast Algorithm for Semantic Short Texts Retrieval
Yanhui Gu
A Language-Independent Neural Network for Event Detection
Xiaocheng Feng, Heng Ji, Duyu Tang, Bing Qin and Ting Liu
A Latent Concept Topic Model for Robust Topic Inference
Weihua Hu and Jun'ichi Tsujii
A Neural Network based Approach to Automatic Post-Editing
Santanu Pal, Sudip Kumar Naskar, Mihaela Vela and Josef van Genabith
A Novel Measure for Coherence in Statistical Topic Models
Fred Morstatter and Huan Liu
An Entity-Focused Approach to Generating Company Descriptions
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An Open Web Platform for Rule-Based Speech-to-Sign Translation
Manny Rayner, Pierrette Bouillon, Sarah Ebling, Johanna Gerlach, Irene Strasly and Nikos Tsourakis
An Unsupervised Method for Automatic Translation Memory Cleaning
Masoud Jalili Sabet, Matteo Negri, Marco Turchi and Eduard Barbu
Annotating Relation Inference in Context via Question Answering
Omer Levy and Ido Dagan
Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
Peng Zhou
Automatic Semantic Classification of German Preposition Types: Comparing Hard and Soft Clustering Approaches across Features
Maximilian Köper and Sabine Schulte im Walde
Beyond Privacy: The Social Impact of Natural Language Processing
Dirk Hovy and Shannon L. Spruit
Bootstrapped Text-level Named Entity Recognition for Literature
Julian Brooke, Adam Hammond and Timothy Baldwin
Character-based Neural Machine Translation
Marta R. Costa-jussà and José A. R. Fonollosa
Claim Synthesis via Predicate Recycling
Yonatan Bilu and Noam Slonim
Coarse-grained Argumentation Features for Scoring Persuasive Essays
Debanjan Ghosh, Aquila Khanam and Smaranda Muresan
Convergence of Syntactic Complexity in Conversation
Yang Xu and David Reitter
Cross-lingual projection for class-based language models
Beat Gfeller, Vlad Schogol and Keith Hall
Cross-Lingual Word Representations via Spectral Graph Embeddings
Takamasa Oshikiri, Kazuki Fukui and Hidetoshi Shimodaira
Deep multi-task learning with low level tasks supervised at lower layers
Anders Søgaard and Yoav Goldberg
Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages
Joël Legrand and Ronan Collobert
Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation
Jingjing Xu, Xu Sun and Xiaoyan Cai
Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from Transcripts
Veronika Vincze, Gábor Gosztolya, László Tóth, Ildikó Hoffmann, Gréta Szatlóczki, Zoltán Bánréti, Magdolna Pákáski and János Kálmán
Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model
Jin Wang, Liang-Chih Yu, K. Robert Lai and Xuejie Zhang
Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks
Suzushi Tomori, Takashi Ninomiya and Shinsuke Mori
Don't Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text
Duy Tin Vo and Yue Zhang
Empty element recovery by spinal parser operations
Katsuhiko Hayashi and Masaaki Nagata
Event Nugget Detection with Bidirectional Recurrent Neural Networks
Reza Ghaeini, Xiaoli Fern, Liang Huang and Prasad Tadepalli
Exploiting Linguistic Features for Use in Sentence Completion
Aubrie Woods
Exploring Stylistic Variation with Age and Income on Twitter
Lucie Flekova, Daniel Preoţiuc-Pietro and Lyle Ungar
Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine Translation
Jan-Thorsten Peter, Weiyue Wang and Hermann Ney
Finding Optimistic and Pessimistic Users on Twitter
Xianzhi Ruan, Steven Wilson and Rada Mihalcea
Hawkes Processes for Continuous Time Sequence Classification: an Application to Rumour Stance Classification in Twitter
Michal Lukasik, P. K. Srijith, Kalina Bontcheva and Trevor Cohn
How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality
Carlos Ramisch, Silvio Cordeiro, Leonardo Zilio, Marco Idiart and Aline Villavicencio
Hunting for Troll Comments in News Community Forums
Todor Mihaylov and Preslav Nakov
IBC-C: A dataset for armed conflict analysis
Andrej Zukov Gregoric, Zhiyuan Luo and Bartal Veyhe
Implicit Polarity and Implicit Aspect Recognition in Opinion Mining
Huan-Yuan Chen and Hsin-Hsi Chen
Improved Parsing for Argument-Clusters Coordination
Jessica Ficler and Yoav Goldberg
Improving Argument Overlap for Proposition-Based Summarisation
Yimai Fang and Simone Teufel
Improving cross-domain n-gram language modelling with skipgrams
louis onrust, Antal van den Bosch and Hugo Van hamme
Improving Statistical Machine Translation Performance by Oracle-BLEU Model Re-estimation
Praveen Dakwale and Christof Monz
Incorporating Relational Knowledge into Word Representations using Subspace Regularization
Abhishek Kumar and Jun Araki
Incremental Parsing with Minimal Features Using Bi-Directional LSTM
James Cross and Liang Huang
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction
Kim Anh Nguyen, Sabine Schulte im Walde and Ngoc Thang Vu
Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations?
Ivan Vulić
Is This Post Persuasive? Ranking Argumentative Comments in Online Forum
Zhongyu Wei and Yang Liu
Joint part-of-speech and dependency projection from multiple sources
Anders Johannsen, Željko Agić and Anders Søgaard
Joint Word Segmentation and Phonetic Category Induction
Micha Elsner, Stephanie Antetomaso and Naomi Feldman
Learning easy to compose word representations via bilingual supervision
Ahmed Elgohary and Marine Carpuat
Learning Multiview Embeddings of Twitter Users
Adrian Benton, Raman Arora and Mark Dredze
Learning Word Segmentation Representations to Improve Named Entity Recognition for Chinese Social Media
Nanyun Peng and Mark Dredze
Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data
Teng Long, Ryan Lowe, Jackie Chi Kit Cheung and Doina Precup
Machine Comprehension using Rich Semantic Representations
Mrinmaya Sachan and Eric Xing
Machine Translation Evaluation Meets Community Question Answering
Francisco Guzmán, Lluís Màrquez and Preslav Nakov
Matrix Factorization using Window Sampling for Improved Word Representations
Alexandre Salle, Aline Villavicencio and Marco Idiart
Metrics for Evaluation of Word-level Machine Translation Quality Estimation
Varvara Logacheva, Michal Lukasik and Lucia Specia
Modelling the Interpretation of Discourse Connectives by Bayesian Pragmatics
Frances Yung, Kevin Duh, Taku Komura and Yuji Matsumoto
Morphological Reinflection with Encoder-Decoder Models and Edit Trees
Katharina Kann and Hinrich Schütze
Multi-Modal Representations for Improved Bilingual Lexicon Learning
Ivan Vulić, Douwe Kiela, Stephen Clark and Marie-Francine Moens
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models
Barbara Plank, Anders Søgaard and Yoav Goldberg
Multiplicative Representations for Unsupervised Semantic Role Induction
Yi Luan, Yangfeng Ji, Hannaneh Hajishirzi and Boyang Li
Natural Language Generation enhances human decision-making with uncertain information: NLG works for women
Dimitra Gkatzia, Oliver Lemon and Verena Rieser
Natural Language Inference by Tree-Based Convolution and Heuristic Matching
Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan and Zhi Jin
Nonparametric Spherical Topic Modeling with Word Embeddings
Kayhan Batmanghelich, Ardavan Saeedi, Karthik Narasimhan and Sam Gershman
On the linearity of semantic change: Investigating meaning variation via dynamic graph models
Steffen Eger and Alexander Mehler
One model, two languages: training bilingual parsers with harmonized treebanks
David Vilares, Carlos Gómez-Rodríguez and Miguel A. Alonso
Part-of-speech induction from eye-tracking data
Maria Barrett, Joachim Bingel and Anders Søgaard
Phrase Table Pruning via Submodular Function Maximization
Masaaki Nishino, Jun Suzuki and Masaaki Nagata
Phrase-Level Combination of SMT and TM Using Constrained Word Lattice
Liangyou Li, Andy Way and Qun Liu
Recognizing Salient Entities in Shopping Queries
Zornitsa Kozareva, Qi Li, Ke Zhai and Weiwei Guo
Reference Bias in Monolingual Machine Translation Evaluation
Marina Fomicheva and Lucia Specia
Scalable Semi-Supervised Query Classification Using Matrix Sketching
Young-Bum Kim, Karl Stratos and Ruhi Sarikaya
Science Question Answering using Instructional Materials
Mrinmaya Sachan, Kumar Dubey and Eric Xing
Semantic classifications for detection of verb metaphors
Beata Beigman Klebanov, Chee Wee Leong, E. Dario Gutierrez, Ekaterina Shutova and Michael Flor
Semantics-Driven Recognition of Collocations Using Word Embeddings
Sara Rodríguez-Fernández, Luis Espinosa Anke, Roberto Carlini and Leo Wanner
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings
Ondřej Dušek and Filip Jurcicek
Simple PPDB: A Paraphrase Database for Simplification
Ellie Pavlick and Chris Callison-Burch
Specifying and Annotating Reduced Argument Span Via QA-SRL
Gabriel Stanovsky, Ido Dagan and Meni Adler
Syntactically Guided Neural Machine Translation
Felix Stahlberg, Eva Hasler, Aurelien Waite and Bill Byrne
Text Simplification as Tree Labeling
Joachim Bingel and Anders Søgaard
The Enemy in Your Own Camp: How Well Can We Detect Statistically-Generated Fake Reviews – An Adversarial Study
Dirk Hovy
The red one! Learning to predict attributes that discriminate a referent in a visual context
Angeliki Lazaridou, Nghia The Pham and Marco Baroni
The Value of Semantic Parse Labeling for Knowledge Base Question Answering
Wen-tau Yih, Matthew Richardson, Chris Meek, Ming-Wei Chang and Jina Suh
Transductive Adaptation of Black Box Predictions
Stephane Clinchant, Boris Chidlovskii and Gabriela Csurka
Transition-based dependency parsing with topological fields
Daniël de Kok and Erhard Hinrichs
Tweet2Vec: Character-Based Distributed Representations for Social Media
Bhuwan Dhingra, Zhong Zhou, Dylan Fitzpatrick, Michael Muehl and William Cohen
Unsupervised morph segmentation and statistical language models for vocabulary expansion
Matti Varjokallio and Dietrich Klakow
User Embedding for Scholarly Microblog Recommendation
Yang Yu, Xinjie Zhou and Xiaojun Wan
Using mention accessibility to improve coreference resolution
Kellie Webster and James R. Curran
Using Sequence Similarity Networks to Identify Partial Cognates in Multilingual Wordlists
Johann-Mattis List, Philippe Lopez and Eric Bapteste
Very quaffable and great fun: Applying NLP to wine reviews
Iris Hendrickx, Els Lefever, Ija Croijmans, Asifa Majid and Antal van den Bosch
Vocabulary Manipulation for Large Vocabulary Neural Machine Translation
Haitao Mi, Zhiguo Wang and Abe Ittycheriah
Which Tumblr Post Should I Read Next?
Zornitsa Kozareva and Makoto Yamada
Word Alignment without NULL Words
Philip Schulz, Wilker Aziz and Khalil Sima'an
Word Embedding Calculus in Meaningful Ultradense Subspaces
Sascha Rothe and Hinrich Schütze
Word Embedding with Limited Memory
Shaoshi Ling, Yangqiu Song and Dan Roth
System Demonstrations
POLYGLOT: Multilingual Semantic Role Labeling with Unified Labels
Alan Akbik and Yunyao Li
Online Information Retrieval for Language Learning
Maria Chinkina, Madeeswaran Kannan and Detmar Meurers
Terminology Extraction with Term Variant Detection
Aamien Cram and Beatrice Daille
DeepLife: an Entity-aware Search, Analytics and Exploration Platform for Health and Life Sciences
Patrick Ernst, Amy Siu, Dragan Milchevski, Johannes Hoffart and Gerhard Weikum
Visualizing and Curating Knowledge Graphs over Time and Space
Tong Ge, Yafang Wang, Gerard de Melo and Haofeng Li
A Web-framework for ODIN Annotation
Ryan Georgi, Michael Wayne Goodman and Fei Xia
Real-time Discovery and Geospatial Visualization of Mobility and Industry Events from Large-Scale, Heterogeneous Data Streams
Leonhard Hennig, Philippe Thomas, Renlong Ai, Johannes Kirschnick, Wang He, Jakob Pannier, Nora Zimmermann, Sven Schmeier, Feiyu Xu, Jan Ostwald and Hans Uszkoreit
TranscRater: a Tool for Automatic Speech Recognition Quality Estimation
Shahab Jalalvand, Matteo Negri, Marco Turchi, José G. C. de Souza and Falavigna Daniele
TMop: a Tool for Unsupervised Translation Memory Cleaning
Masoud Jalili Sabet, Matteo Negri, Marco Turchi, José G. C. de Souza and Marcello Federico
MMFeat: a Toolkit for Extracting Multi-modal Features
Douwe Kiela
JEDI: Joint Entity and Relation Detection using Type Inference
Johannes Kirschnick, Holmer Hemsen and Volker Markl
OpenDial: a Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules
Pierre Lison and Casey Kennington
MUSEEC: a Multilingual Text Summarization Tool
Marina Litvak, Natalia Vanetik, Mark Last and Elena Churkin
Language Muse: Automated Linguistic Activity Generation for English Language Learners
Nitin Madnani, Jill Burstein, John Sabatini, Kietha Biggers and Slava Andreyev
ccg2lambda: a Compositional Semantics System
Pascual Martínez-Gómez, Koji Mineshima, Yusuke Miyao and Daisuke Bekki
MeTA: a Unified Toolkit for Text Retrieval and Analysis
Sean Massung, Chase Geigle and Chengxiang Zhai
MDSWriter: Aannotation Tool for Creating High-Quality Multi-Document Summarization Corpora
Christian M. Meyer, Darina Benikova, Margot Mieskes and Iryna Gurevych
Jigg: a Framework for an Easy Natural Language Processing Pipeline
Hiroshi Noji and Yusuke Miyao
An Advanced Press Review System Combining Deep News Analysis and Achine Learning Algorithms
Danuta Ploch, Andreas Lommatzsch and Florian Schultze
Personalized Exercises for Preposition Learning
John Lee and Mengqi Luo
My Science Tutor - Learning Science with a Conversational Virtual Tutor
Sameer Pradhan, Ron Cole and Wayne Ward
pigeo: a Python Geotagging Tool
Afshin Rahimi, Trevor Cohn and Timothy Baldwin
Creating Interactive Macaronic Interfaces for Language Learning
Adithya Renduchintala, Rebecca Knowles, Philipp Koehn and Jason Eisner
Roleo: Visualising Thematic Fit Spaces on the Web
asad sayeed, xudong hong and vera demberg
MediaGist: a Cross-lingual Analyser of Aggregated News and Commentaries
Josef Steinberger
GoWvis: a Web Application for Graph-of-Words-based Text Visualization and summarization
Antoine Tixier, Konstantinos Skiannis and Michalis Vazirgiannis
LiMoSINe Oipeline: Multilingual UIMA-based NLP Platform
Olga Uryupina, Barbara Plank, Gianni Barlacchi, Francisco J. Valverde-Albacete, Manos Tsagkias and Alessandro Moschitti
new/s/leak - Information Extraction and Visualization for an Investigative Data Journalists
Seid Muhie Yimam, Heiner Ulrich, Tatiana von Landesberger, Marcel Rosenbach, Michaela Regneri, Alexander Panchenko, Franziska Lehmann, Uli Fahrer, Chris Biemann and Kathrin Ballweg
