List of Accepted Papers

• Detailed list of papers to be presented (with the abstracts)
• List of accepted long papers
• List of accepted short papers
• TACL papers to be presented at EMNLP

Long papers

• Document Modeling with Convolutional-Gated Recurrent Neural Network for Sentiment Classification Duyu Tang, Bing Qin and Ting Liu
• System Combination for Multi-document Summarization Kai Hong and Ani Nenkova
• When Are Tree Structures Necessary for Deep Learning of Representations? Jiwei Li, Thang Luong, Dan Jurafsky and Eduard Hovy
• Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Pei-Hao Su, David Vandyke and Steve Young
• Detecting Risks in the Banking System by Sentiment Analysis Clemens Nopp and Allan Hanbury
• Cross Lingual Sentiment Analysis using Modified BRAE Sarthak Jain and Shashank Batra
• Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating Types of Hashtags Qi Zhang, Yeyun Gong and Xuanjing Huang
• ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation Chuncheng Xiang, Baobao Chang and Zhifang Sui
• How Much Information Does a Human Translator Add to the Original? Barret Zoph, Marjan Ghazvininejad and Kevin Knight
• Biography-Dependent Collaborative Entity Archiving for Slot Filling Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang and Heng Ji
• Monotone Submodularity in Opinion Summaries Jayanth Jayanth, Jayaprakash Sundararaj and Pushpak Bhattacharyya
• Do we need bigram alignment models? On the effect of alignment quality on transduction accuracy in G2P Steffen Eger
• Sentence Compression by Deletion with LSTMs Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, Lukasz Kaiser and Oriol Vinyals
• CORE: Context-Aware Open Relation Extraction with Factorization Machines Fabio Petroni, Luciano Del Corro and Rainer Gemulla
• Identifying Political Sentiment between Nation States with Social Media Nathanael Chambers
• Language and Domain Independent Entity Linking with Quantified Collective Validation Han Wang, Jin Guang Zheng, Xiaogang Ma, Peter Fox and Heng Ji
• Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation Michael Pust, Ulf Hermjakob, Kevin Knight, Daniel Marcu and Jonathan May
• A Utility Model of Authors in the Scientific Community Yanchuan Sim, Bryan Routledge and Noah A. Smith
• Improved Arabic Dialect Classification on Social Media Data Fei Huang
• Modeling Relation Paths for Representation Learning of Knowledge Bases Yankai Lin, Zhiyuan Liu and Maosong Sun
• Phrase-based Compressive Cross-Language Summarization Jin-ge Yao, Xiaojun Wan and Jianguo Xiao
• An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering Jiangming Liu and Yue Zhang
• Multilingual discriminative lexicalized phrase structure parsing Benoit Crabbé
• All the Right Reasons: Semi-supervised Argumentation Mining in User-generated Web Discourse Ivan Habernal and Iryna Gurevych
• Learning Semantic Representations for Nonterminals in Hierarchical Phrase-Based Translation Xing Wang and Deyi Xiong
• Topic Identification and Discovery on Text and Speech Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero and Benjamin Van Durme
• Sentiment Flow - A General Model of Web Review Argumentation Henning Wachsmuth, Johannes Kiesel and Benno Stein
• Better Document-level Sentiment Analysis from RST Discourse Parsing Parminder Bhatia, Yangfeng Ji and Jacob Eisenstein
• Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan, Tejas Kulkarni and Regina Barzilay
• Open Extraction of Fine-Grained Political Opinion David Bamman and Noah A. Smith
• A Transition-based Model for Joint Segmentation, POS-tagging and Normalization Tao Qian, Yue Zhang, Meishan Zhang and Donghong JI
• Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment Md Arafat Sultan, Steven Bethard and Tamara Sumner
• Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura and Eiichiro Sumita
• Input Method Logs as Natural Annotations for Word Segmentation Fumihiko Takahasi and Shinsuke Mori
• A Neural Attention Model for Abstractive Sentence Summarization Sumit Chopra, Jason Weston and Alexander M. Rush
• Stochastic Top-k ListNet Tianyi Luo, Dong Wang, Rong Liu and Yiqiao Pan
• Joint Mention Extraction and Classification with Mention Hypergraphs Wei Lu and Dan Roth
• Intra-sentential Zero Anaphora Resolution using Subject Sharing Recognition Ryu Iida, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh and Julien Kloetzer
• Graph-Based Collective Lexical Selection for Statistical Machine Translation jinsong su, Deyi Xiong, Xianpei Han and Junfeng Yao
• Corpus-level Fine-grained Entity Typing using Contextual Information Yadollah Yaghoobzadeh and Hinrich Schütze
• Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing Yuan Zhang and Regina Barzilay
• Discourse parsing for multi-party chat dialogues Eric Kow, Stergos Afantenos, Nicholas Asher and Jérémy Perret
• A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences Andreas Guta, Tamer Alkhouli, Jan-Thorsten Peter, Joern Wuebker and Hermann Ney
• Diversity in Spectral Learning for Natural Language Parsing Shashi Narayan and Shay B. Cohen
• Dependency Graph-to-String Translation Liangyou Li, Andy Way and Qun Liu
• Knowledge Base Unification via Sense-based Embeddings and Disambiguation Claudio Delli Bovi, Luis Espinosa Anke and Roberto Navigli
• Semantic Role Labeling with Neural Network Factors Nicholas FitzGerald, Oscar Täckström, Kuzman Ganchev and Dipanjan Das
• Hierarchical Recurrent Neural Network for Document Modeling Rui Lin, Shujie Liu, Muyun Yang, Mu Li, Ming Zhou and Sheng Li
• Evaluation methods for unsupervised word embeddings Igor Labutov, David Mimno and Thorsten Joachims
• Confounds and Consequences in Geotagged Twitter Data Umashanthi Pavalanathan and Jacob Eisenstein
• Joint A* CCG Parsing and Semantic Role Labelling Mike Lewis, Luheng He and Luke Zettlemoyer
• Long Short-Term Memory Neural Networks for Chinese Word Segmentation Xinchi Chen, Xipeng Qiu and Xuanjing Huang
• Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks Xinchi Chen, Xipeng Qiu and Xuanjing Huang
• Efficient Algorithm for Incorporating Knowledge into Topic Models Yi Yang, Doug Downey and Jordan Boyd-Graber
• Open-Domain Name Error Detection using a Multi-Task RNN Hao Cheng, Hao Fang and Mari Ostendorf
• Detecting Information-Heavy Sentences: A Cross-Language Case Study Junyi Jessy Li and Ani Nenkova
• Distributional vectors encode referential attributes Abhijeet Gupta, Gemma Boleda, Marco Baroni and Sebastian Padó
• Modeling Reportable Events as Turning Points in Narrative Jessica Ouyang and Kathy McKeown
• A Computational Cognitive Model of Novel Word Generalization Aida Nematzadeh, Erin Grant and Suzanne Stevenson
• Learning Semantic Composition to Detect Non-compositionality of Multiword Expressions Majid Yazdani, Meghdad Farahmand and James Henderson
• Do You See What I Mean? Visual Resolution of Linguistic Ambiguities Yevgeni Berzak, Andrei Barbu, Daniel Harari, Boris Katz and Shimon Ullman
• Reordering Context-Free Grammar Induction Miloš Stanojević and Khalil Sima'an
• Building a shared world: mapping distributional to model-theoretic semantic spaces Aurélie Herbelot and Eva Maria Vecchi
• Conversation Trees: A Grammar Model for Topic Structure in Forums Annie Louis and Shay B. Cohen
• RELLY: Inferring Hypernym Relationships Between Relational Phrases Adam Grycner, Gerhard Weikum, Jay Pujara, James Foulds and Lise Getoor
• Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning Isabelle Augenstein, Andreas Vlachos and Diana Maynard
• Learning natural language inference from a large annotated corpus Samuel R. Bowman, Gabor Angeli, Christopher Potts and Christopher D. Manning
• Using Personal Traits For Brand Preference Prediction Chao Yang, Shimei Pan, Jalal U. Mahmud, Huahai Yang and Padmini Srinivasan
• Auto-Sizing Neural Networks: With Applications to n-gram Language Models Kenton Murray and David Chiang
• Improved Relation Extraction with Feature-Rich Compositional Embedding Models Matthew R. Gormley, Mo Yu and Mark Dredze
• Joint prediction in MST-style discourse parsing for argumentation mining Andreas Peldszus and Manfred Stede
• Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei, Regina Barzilay and Tommi Jaakkola
• A Dynamic Programming Algorithm for Computing N-gram Posteriors from Lattices Dogan Can and Shrikanth Narayanan
• Exploring Markov Logic Networks for Question Answering Tushar Khot, Niranjan Balasubramanian, Eric Gribkoff, Ashish Sabharwal, Peter Clark and Oren Etzioni
• Estimation of Discourse Segmentation Labels from Crowd Data Ziheng Huang, Jialu Zhong and Rebecca J. Passonneau
• Semantic Framework for Comparison Structures in Natural Language Omid Bakhshandh and James Allen
• Towards the Extraction of Customer to Customer Suggestions in Reviews Sapna Negi and Paul Buitelaar
• Neural Networks for Open Domain Targeted Sentiment Meishan Zhang, Yue Zhang and Duy Tin Vo
• Sarcastic or Not: Word-Embeddings to Predict the Literal or Sarcastic Meaning of Words Debanjan Ghosh, Weiwei Guo and Smaranda Muresan
• An Alignment-Based Model for Compositional Semantics and Sequential Reasoning Jacob Andreas and Dan Klein
• Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models Lingjia Deng and Janyce Wiebe
• Using Content-level Structures for Summarizing Microblog Repost Trees Jing Li, Wei Gao, Zhongyu Wei, Baolin Peng and Kam-Fai Wong
• Traversing Knowledge Graphs in Vector Space Kelvin Guu, John Miller and Percy Liang
• Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar Junhui Li, Muhua Zhu, Wei Lu and Guodong Zhou
• Learning to Recognize Affective Polarity in Similes Ashequl Qadir, Ellen Riloff and Marilyn Walker
• Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction Tuan Luu Anh, Jung-jae Kim and See Kiong Ng
• Broad-coverage CCG Semantic Parsing with AMR Yoav Artzi, Kenton Lee and Luke Zettlemoyer
• Effective Approaches to Attention-based Neural Machine Translation Thang Luong, Hieu Pham and Christopher D. Manning
• Representing Text for Joint Embedding of Text and Knowledge Bases Kristina Toutanova, Danqi Chen, Patrick Pantel, Hoifung Poon, Pallavi Choudhury and Michael Gamon
• Dual Decomposition Inference for Graphical Models over Strings Nanyun Peng, Ryan Cotterell and Jason Eisner
• Comparing Word Representations for Implicit Discourse Relation Classification Chloé Braud and Pascal Denis
• Chinese Word Segmentation Leveraging Bilingual Unlabeled Data Wei Chen and Bo Xu
• Posterior calibration and exploratory analysis for natural language processing models Khanh Nguyen and Brendan O'Connor
• Part-of-speech Taggers for Low-resource Languages using CCA Features Young-Bum Kim, Benjamin Snyder and Ruhi Sarikaya
• Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information Tuan Tran, Nam Khanh Tran, Asmelash Teka Hadgu and Robert Jäschke
• Extracting Condition-Opinion Relations Toward Fine-grained Opinion Mining Yuki Nakayama and Atsushi Fujii
• Joint Entity Recognition and Disambiguation Gang Luo
• Sieve-Based Spatial Relation Extraction with Expanding Parse Trees Jennifer D'Souza and Vincent Ng
• A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution Shaohua Li, Jun Zhu and Chunyan Miao
• Density-Driven Cross-Lingual Transfer of Dependency Parsers Mohammad Sadegh Rasooli and Michael Collins
• Name List Only? Target Entity Disambiguation in Short Texts Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji and Jie Tang
• C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking Sourav Dutta and Gerhard Weikum
• A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics Martin Riedl and Chris Biemann
• Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining Likun Qiu, Yue Zhang and Yanan Lu
• Leave-one-out Word Alignment without Garbage Collector Effects Xiaolin Wang, Masao Utiyama, Andrew Finch and Eiichiro Sumita
• Efficient and Expressive Knowledge Base Completion Using Subgraph Feature Extraction Matt Gardner and Tom Mitchell
• Verbal and Nonverbal Clues for Real-life Deception Detection Veronica Perez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, CJ Linton and Mihai Burzo
• A Neural Network Model for Low-Resource Universal Dependency Parsing Long Duong, Trevor Cohn, Steven Bird and Paul Cook
• Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks Daojian Zeng, Kang Liu and Jun Zhao
• Navigating the Semantic Horizon using Relative Neighborhood Graphs Magnus Sahlgren and Amaru Cuba Gyllensten
• Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception Douwe Kiela and Stephen Clark
• Automatic recognition of habituals: a three-way classification of clausal aspect Annemarie Friedrich and Manfred Pinkal
• Improving Statistical Machine Translation with a Multilingual Paraphrase Database Ramtin Mehdizadeh Seraj, Maryam Siahbani and Anoop Sarkar
• Distributed Representations for Unsupervised Semantic Role Labeling Kristian Woodsend and Mirella Lapata
• Transferring Features from a Convolutional Neural Network to Perform Bilingual Lexicon Induction Douwe Kiela, Ivan Ivan Vulić and Stephen Clark
• A Graph-based Readability Assessment Method using Word Coupling Zhiwei Jiang, Gang Sun, Qing Gu and Daoxu Chen
• Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation Wang Ling, Chris Dyer, Alan W Black, Isabel Trancoso, Ramon Fermandez, Silvio Amir, Luis Marujo and Tiago Luis
• Do Multi-Sense Embeddings Improve Natural Language Understanding? Jiwei Li and Dan Jurafsky
• Improving Evaluation of Automatic Summarization Metrics Yvette Graham
• A Tableau Prover for Natural Logic and Language lasha abzianidze
• Humor Recognition and Humor Anchor Extraction Diyi Yang, Alon Lavie, Chris Dyer and Eduard Hovy
• Discriminative Neural Sentence Modeling by Tree-Based Convolution Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang and Zhi Jin
• Solving Geometry Problems: Combining Text and Diagram Interpretation Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni and Clint Malcolm
• Consistency-Aware Search for Word Alignment Shiqi Shen, Yang Liu and Maosong Sun
• Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees Ehsan Shareghi, Matthias Petri, Gholamreza Haffari and Trevor Cohn
• Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation jinsong su, Deyi Xiong, Biao Zhang, Yang Liu and Junfeng Yao
• How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models Shafiq Joty, Hassan Sajjad, Nadir Durrani, Kamla Al-Mannai, Ahmed Abdelali and Stephan Vogel
• Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning Jianpeng Cheng and Dimitri Kartsaklis
• More Features Are Not Always Better: Evaluating Generalizing Models in Incident Type Classification of Tweets Axel Schulz, Christian Guckelsberger and Benedikt Schmidt
• Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression Peter Phandi, Kian Ming A. Chai and Hwee Tou Ng
• Social Media Text Classification under Negative Covariate Shift Geli Fei and Bing Liu
• Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection Ruty Rinott, Lena Dankin, Carlos Alzate Perez, Mitesh M. Khapra, Ehud Aharoni and Noam Slonim
• Spelling Correction of User Search Queries through Statistical Machine Translation Saša Hasan, Carmen Heger and Saab Mansour
• Fast, Flexible Models for Discovering Topic Correlation across Weakly-Related Collections Jingwei Zhang, Aaron Gerow, Jaan Altosaar, James Evans and Richard Jean So
• Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros, Chris Dyer and Noah A. Smith
• Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources Lucie Flekova and Iryna Gurevych
• Human Evaluation of Grammatical Error Correction Systems Roman Grundkiewicz, Marcin Junczys-Dowmunt and Edward Gillian
• Mise en Place: Unsupervised Interpretation of Instructional Recipes Chloé Kiddon, Ganesa Thandavam Ponnuraj, Luke Zettlemoyer and Yejin Choi
• Forest Convolutional Network Phong Le and Willem Zuidema
• Generalized Agreement for Bidirectional Word Alignment Chunyang Liu, Yang Liu and Maosong Sun
• Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng and Zhi Jin
• Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents Pengfei Liu, Xipeng Qiu and Xuanjing Huang
• FINET: Context-Aware Fine-Grained Named Entity Typing Luciano Del Corro, Abdalghani Abujabal, Rainer Gemulla and Gerhard Weikum
• Indicative Tweet Generation: An Extractive Summarization Problem? Priya Sidhaye and Jackie Chi Kit Cheung
• Learning a Deep Hybrid Model for Semi-Supervised Text Categorization Alexander Ororbia II, C. Lee Giles and David Reitter
• Joint Embedding of Query and Ad by Leveraging Implicit Feedback Sungjin Lee and Yifan Hu
• Scientific Article Summarization Using Citation-Context and Article's Discourse Structure Arman Cohan and Nazli Goharian
• Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks Hua He, Kevin Gimpel and Jimmy Lin
• Syntax-based Rewriting for Simultaneous Machine Translation He He, Alvin Grissom II, John Morgan, Jordan Boyd-Graber and Hal Daumé III
• Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language Luheng He, Mike Lewis and Luke Zettlemoyer
• Bilingual Structured Language Models for Statistical Machine Translation Ekaterina Garmash and Christof Monz
• Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings Pengfei Liu, Shafiq Joty and Helen Meng
• Learning to Automatically Solve Logic Grid Puzzles Arindam Mitra and Chitta Baral
• Automatically Solving Number Word Problems by Semantic Parsing and Reasoning Shuming Shi, Yuehui Wang, Chin-Yew Lin, Xiaojiang Liu and Yong Rui
• Co-Training For Topic Classification in Scholarly Data Florin Bulgarov, Cornelia Caragea and Rada Mihalcea
• Search-Aware Tuning for Hierarchical Phrase-based Decoding Feifei Zhai, Liang Huang and Kai Zhao
• Solving General Arithmetic Word Problems Subhro Roy and Dan Roth
• Reading Documents for Bayesian Online Change Point Detection Jaesik Choi

Short papers

• Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations Yangfeng Ji, Gongbo Zhang and Jacob Eisenstein
• A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation Rico Sennrich and Barry Haddow
• EMNLP versus ACL: Analyzing NLP research over time Sujatha Das Gollapalli and Xiaoli Li
• JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis Kun-Hu Luo, Zhi-Hong Deng, Hongliang Yu and Liang-Chen Wei
• TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering Linmei Hu, Juanzi Li, Xiaoli Li, Chao Shao and Xuzhong Wang
• Multi-label Text Categorization with Joint Learning Predictions-as-Features Method li li
• A Framework for Comparing Groups of Documents Arun Maiya
• Convolutional Sentence Kernel from Word Embeddings for Text Categorization Jonghoon Kim, Francois Rousseau and Michalis Vazirgiannis
• Specializing Word Embeddings for Similarity or Relatedness Douwe Kiela, Felix Hill and Stephen Clark
• An Improved Tag Dictionary for Faster Part-of-Speech Tagging Robert Moore
• PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis Thien Hai Nguyen and Kiyoaki Shirai
• Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia Seokhwan Kim, Rafael E. Banchs and Haizhou Li
• Joint Lemmatization and Morphological Tagging with Lemming Thomas Müller, Ryan Cotterell, Alexander Fraser and Hinrich Schütze
• Transducer Disambiguation with Sparse Topological Features Gonzalo Iglesias, Adrià de Gispert and Bill Byrne
• Automatic Extraction of Time Expressions Accross Domains in French Narratives Mike Donald Tapi Nzali, Xavier Tannier and Aurelie Neveol
• ASTD: Arabic Sentiment Tweets Dataset Mahmoud Nabil, Mohamed Aly and Amir Atiya
• Knowledge Base Inference using Bridging Entities Bhushan Kotnis, Pradeep Bansal and Partha P. Talukdar
• A quantitative analysis of gender differences in movies using psycholinguistic normatives Anil Ramakrishna, Nikolaos Malandrakis, Elizabeth Staruk and Shrikanth Narayanan
• Combing Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing Meishan Zhang and Yue Zhang
• Predicting the Structure of Cooking Recipes Jermsak Jermsurawong and Nizar Habash
• Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge Yang Li and Peter Clark
• Evaluation of Word Vector Representations by Subspace Alignment Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Guillaume Lample and Chris Dyer
• Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks Zhen Wang
• Personalized Machine Translation: Predicting Translational Preferences Shachar Mirkin and Jean-Luc Meunier
• LDTM: A Latent Document Type Model for Cumulative Citation Recommendation Jingang Wang, Dandan Song, Ning Zhang, Zhiwei Zhang, Lejian Liao and Luo Si
• Arabic Diacritization with Recurrent Neural Networks Yonatan Belinkov and Jim Glass
• Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing Xuezhe Ma and Eduard Hovy
• Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantic David Batista, Bruno Martins and Mário Silva
• Turn-taking phenomena in incremental dialogue systems Hatim Khouzaimi, Romain Laroche and Fabrice Lefevre
• Cross-document Event Coreference Resolution based on Cross-media Features Tongtao Zhang, Hongzhi Li, Heng Ji and Shih-Fu Chang
• Event Detection and Factuality Assessment with Non-Expert Supervision Kenton Lee, Yoav Artzi, Yejin Choi and Luke Zettlemoyer
• Online Sentence Novelty Scoring for Topical Document Streams Sungjin Lee
• That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets William Yang Wang and Diyi Yang
• Touch-Based Pre-Post-Editing of Machine Translation Output Benjamin Marie and Aurélien Max
• Going Beyond Lexical Similarity with Word Embeddings For ROUGE Jun-Ping Ng
• Online Updating of Word Representations for Part-of-Speech Tagging Wenpeng Yin, Tobias Schnabel and Hinrich Schütze
• Detection of Steganographic Users on Twitter Phil Blunsom, Andrew Ker and Alex Wilson
• An Automatic Diacritics Restoration for Hungarian Attila Novák and Borbála Siklósi
• #SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns Dong Nguyen, Tijs A. van den Broek, Claudia Hauff and Djoerd Hiemstra
• Extraction and generalisation of variables from scientific publications Erwin Marsi and Pinar Öztürk
• Empty Category Detection using Path Features and Distributed Case Frames Shunsuke Takeno, Masaaki Nagata and Kazuhide Yamamoto
• Learning Timeline Difference for Text Categorization Fumiyo Fukumoto and Yoshimi Suzuki
• Hierarchical Latent Words Language Models for Robust Modeling to Out-Of Domain Tasks Ryo Masumura, Taichi Asami, Takanobu Oba, Hirokazu Masataki, Sumitaka Sakauchi and Akinori Ito
• Adjective Intensity and Sentiment Analysis Raksha Sharma, Astha Agarwal, Mohit Gupta and Pushpak Bhattacharyya
• Non-lexical neural architecture for fine-grained POS Tagging Matthieu Labeau, Alexander Allauzen and Kevin Löser
• Sentence Modeling with Gated Recursive Neural Network Xinchi Chen, Xipeng Qiu and Xuanjing Huang
• The Rating Game: Sentiment Rating Reproducibility from Text Lasse Borgholt, Peter Simonsen and Dirk Hovy
• Named entity recognition with document-specific KB tag gazetteers Will Radford, Xavier Carreras and James Henderson
• A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining Salud M. Jiménez-Zafra, Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, Maite Martin and Alejandro Moreo Fernández
• What Your Username Says About You Aaron Jaech and Mari Ostendorf
• Summarizing Topical Contents from PubMed Documents Using a Thematic Analysis Sun Kim, Lana Yeganova and W. John Wilbur
• A Model of Zero-Shot Learning of Spoken Language Understanding Majid Yazdani and James Henderson
• Extractive Summarization by Maximizing Semantic Volume Dani Yogatama, Fei Liu and Noah A. Smith
• An Analysis of Domestic Abuse Discourse on Reddit Nicolas Schrading, Cecilia Ovesdotter Alm, Ray Ptucha and Christopher Homan
• Twitter-scale New Event Detection via K-term Hashing Dominik Wurzer, Victor Lavrenko and Miles Osborne
• Learn to Solve AlgebraWord Problems Using Quadratic Programming Lipu Zhou, Shuaixiang Dai and Liwei Chen
• Discourse Planning with an N-gram Model of Relations Or Biran and Kathleen McKeown
• "A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce" : Learning State Changing Verbs from Wikipedia Revision History Derry Tanti Wijaya, Ndapandula Nakashole and Tom Mitchell
• Measuring Prerequisite Relations Among Concepts Chen Liang, Zhaohui Wu, Wenyi Huang and C. Lee Giles
• Classifying Tweet Level Judgements of Rumours in Social Media Michal Lukasik, Trevor Cohn and Kalina Bontcheva
• Improving Distant Supervision for Information Extraction Using Label Propagation Through Lists Lidong Bing, Sneha Chaudhari, Richard Wang and William Cohen
• An Unsupervised Method for Discovering Lexical Variations in Roman Urdu Informal Text Abdul Rafae, Abdul Qayyum, Muhammad Moeenuddin, Asim Karim, Hassan Sajjad and Faisal Kamiran
• Summarization Based on Embedding Distributions Hayato Kobayashi, Masaki Noguchi and Taichi Yatsuka
• A Coarse-Grained Model for Optimal Coupling of ASR and SMT Systems for Speech Translation Gaurav Kumar, Graeme Blackwood, Jan Trmal, Daniel Povey and Sanjeev Khudanpur
• Any-language frame semantic parsing Anders Johannsen, Héctor Martínez Alonso and Anders Søgaard
• Variable-Length Word Encodings for Neural Translation Models Rohan Chitnis and John DeNero
• Modeling Tweet Arrival Times using Log-Gaussian Cox Processes Michal Lukasik, Srijith Prabhakaran Nair Kusumam, Trevor Cohn and Kalina Bontcheva
• Foreebank: Syntactic Analysis of Customer Support Forums Rasoul Kaljahi, Jennifer Foster, Johann Roturier, Corentin Ribeyre, Teresa Lynn and Joseph Le Roux
• Recognizing Biographical Sections in Wikipedia Alessio Palmero Aprosio and Sara Tonelli
• Pre-Computable Multi-Layer Neural Network Language Models Jacob Devlin
• Global Thread-level Inference for Comment Classification in Community Question Answering Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Alessandro Moschitti, Lluís Màrquez and Preslav Nakov
• Reversibility reconsidered : finite-state factors for efficient probabilistic sampling in parsing and generation Marc Dymetman, Sriram Venkatapathy and Chunyang Xiao
• Key Concept Identification for Medical Information Retrieval Jiaping Zheng and Hong Yu
• An Entity-centric Approach for Overcoming Knowledge Graph Sparsity Manjunath Hegde and Partha P. Talukdar
• Translation Invariant Word Embeddings Kejun Huang, Matt Gardner, Evangelos Papalexakis, Christos Faloutsos, Nikos Sidiropoulos and Tom Mitchell
• Efficient Hyper-parameter Optimization for NLP Applications Lidan Wang, Minwei Feng, Bowen Zhou and Sridhar Mahadevan
• WikiQA: A Challenge Dataset for Open-Domain Question Answering Yi Yang, Wen-tau Yih and Christopher Meek
• Script Induction as Language Modeling Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro and Benjamin Van Durme
• Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron Jun Araki and Teruko Mitamura
• Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis Soujanya Poria, Alexander Gelbukh and Erik Cambria
• Syntactic Parse Fusion Do Kook Choe, David McClosky and Eugene Charniak
• Latent Variable Regression for Text Similarity and Textual Entailment John Wieting and Dan Roth
• SLSA: A Sentiment Lexicon for Standard Arabic Ramy Eskander and Owen Rambow
• Online Learning of Interpretable Word Embeddings Hongyin Luo, Zhiyuan Liu and Maosong Sun
• Aligning Knowledge and Text Embeddings by Entity Descriptions Huaping Zhong and Jianwen Zhang
• Talking to the crowd: What do people react to in online discussions? Aaron Jaech, Victoria Zayats, Hao Fang, Mari Ostendorf and Hannaneh Hajishirzi
• Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling kun xu, Yansong Feng, Songfang Huang and Dongyan Zhao
• Identification and Verification of Simple Claims about Statistical Properties Andreas Vlachos and Sebastian Riedel
• Not All Contexts Are Created Equal: Better Word Representations with Variable Attention Wang Ling, Lin Chu-Cheng, Yulia Tsvetkov, Silvio Amir, Ramon Fermandez, Chris Dyer, Alan W Black and Isabel Trancoso
• An Empirical Analysis of Optimization for Max-Margin NLP Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick and Dan Klein
• Towards Temporal Tagging for All Languages Jannik Strötgen and Michael Gertz
• Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification Ning Xing, Yuexian Hou, Peng Zhang, Wenjie Li and Dawei Song
• Image-Mediated Learning for Zero-Shot Cross-Lingual Document Retrieval Ruka Funaki and Hideki Nakayama
• Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model Hajime Morita, Daisuke Kawahara and Sadao Kurohashi
• Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts Hardik Vala, David Jurgens, Andrew Piper and Derek Ruths
• A Strong Lexical Matching Method for the Machine Comprehension Test Ellery Smith, Nicola Greco, Matko Bosnjak and Andreas Vlachos
• An Improved Non-monotonic Transition System for Dependency Parsing Matthew Honnibal and Mark Johnson
• Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings Nanyun Peng and Mark Dredze
• Motivating Personality-aware Machine Translation Shachar Mirkin, Scott Nowson, Caroline Brun and Julien Perez
• Noise or additional information? Using crowdsource annotation item agreement for natural language tasks. Emily Jamison and Iryna Gurevych
• Does Symbol Grounding Improve Word Segmentation? Hirotaka Kameko, Shinsuke Mori and Yoshimasa Tsuruoka
• Inferring Binary Relation Schemas for Open Information Extraction Kangqi Luo, Xusheng Luo and Kenny Zhu
• Bayesian Optimization of Text Representations Dani Yogatama and Noah A. Smith
• On A Strictly Convex IBM Model 1 Andrei Simion, Michael Collins and Cliff Stein
• Factorization of Latent Variables in Distributional Semantic Models Magnus Sahlgren, David …dling and Arvid …sterlund
• Improving fast_align by Reordering Chenchen Ding, Masao Utiyama and Eiichiro Sumita
• Abstractive Multi-document Summarization with Semantic Information Extraction Wei Li and Hai Zhuge
• Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions Florian Boudin, Hugo Mougard and Benoit Favre
• Recognizing Textual Entailment Using Probabilistic Inference Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui and Tingsong Jiang
• Improving Arabic Diacritization through Syntactic Analysis Anas Shahrour, Salam Khalifa and Nizar Habash
• Unsupervised Negation Focus Identification with Word-Topic Graph Model Bowei Zou, Guodong Zhou and Qiaoming Zhu
• Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition Biao Zhang, jinsong su, Deyi Xiong, Yaojie Lu, Hong Duan and Junfeng Yao
• Reverse-engineering Language: A Study on the Semantic Compositionality of German Compounds Corina Dima
• Large-Scale Acquisition of Entailment Pattern Pairs by Exploiting Transitivity Julien Kloetzer, Kentaro Torisawa, Chikara Hashimoto and Jong-Hoon Oh
• GhostWriter: Using an LSTM for Automatic Rap Lyric Generation Peter Potash, Alexey Romanov and Anna Rumshisky
• Context-Dependent Knowledge Graph Embedding Yuanfei Luo, Quan Wang and Bin Wang
• A Comparative Study on Regularization Strategies for Embedding-based Neural Networks Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu and Zhi Jin
• On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse Judith Eckle-Kohler, Roland Kluge and Iryna Gurevych
• Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems Ryuichiro Higashinaka, Masahiro Mizukami, Kotaro Funakoshi, Masahiro Araki, Hiroshi Tsukahara and Yuka Kobayashi
• Krimping texts for better summarization Marina Litvak, Mark Last and Natalia Vanetik
• Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi and Hideki Asoh
• A discriminative training procedure for Continuous Translation Models Quoc-Khanh DO, Alexandre Allauzen and Franois Yvon
• From the Virtual to the Real World: Referring to Objects in Spatial Real-World Images Dimitra Gkatzia and Verena Rieser
• System Combination for Machine Translation through Paraphrasing Wei-Yun Ma and Kathy McKeown
• An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles Deyu Zhou, Haiyang Xu and Yulan He
• Hierarchical Incremental Adaptation for Statistical Machine Translation Joern Wuebker, Spence Green and John DeNero
• Topical Coherence for Graph-based Extractive Summarization Daraksha Parveen and Michael Strube
• Discourse Element Identification in Student Essays based on Global and Local Sentence Chains Wei Song
• Summarizing Student Responses to Reflection Prompts Wencan Luo and Diane Litman
• Online Representation Learning in Recurrent Neural Language Models Marek Rei
• Adapting Coreference Resolution for Narrative Processing Quynh Ngoc Thi Do, Steven Bethard and Marie-Francine Moens
• ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks Rohit Gupta, Constantin Orasan and Josef van Genabith
• LCSTS: A Large Scale Chinese Short Text Summarization Dataset Baotian Hu, Qingcai Chen and Fangze Zhu
• Higher-order logical inference with compositional semantics Koji Mineshima, Pascual Martínez-Gómez, Yusuke Miyao and Daisuke Bekki
• Learning to identify the best contexts for knowledge-based WSD Evgenia Wasserman Pritsker, William Cohen and Einat Minkov
• Experiments with Generative Models for Dependency Tree Linearization Richard Futrell and Edward Gibson
• Adapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages Nut Limsopatham and Nigel Collier
• Investigating Continuous Space Language Models for Machine Translation Quality Estimation Kashif Shah, Raymond W. M. Ng, Fethi Bougares and Lucia Specia
• Supervised Phrase Table Triangulation with Neural Word Embeddings for Low-Resource Languages Tomer Levinboim and David Chiang
• Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data Eliyahu Kiperwasser and Yoav Goldberg
• Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors Weiwei Yang, Jordan Boyd-Graber and Philip Resnik
• On Available Corpora for Empirical Methods in Vision & Language Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao Huang, Michel Galley, Lucy Vanderwende, Margaret Mitchell and Jacob Devlin
• The Overall Markedness of Discourse Relations Lifeng Jin and Marie-Catherine de Marneffe
• A Binarized Neural Network Joint Model for Machine Translation Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig and Satoshi Nakamura
• Combining Geometric, Textual and Visual Features for Generating Prepositions in Image Descriptions Arnau Ramisa, Josiah Wang, Ying Lu, Emmanuel Dellandrea, Francesc Moreno-Noguer and Robert Gaizauskas
• Improved Transition-Based Parsing and Tagging with Neural Networks Chris Alberti, David Weiss, Greg Coppola and Slav Petrov
• Experiments in Open Domain Deception Detection Veronica Perez-Rosas and Rada Mihalcea
• A model of rapid phonotactic generalization Tal Linzen and Timothy O'Donnell
• Component-Enhanced Chinese Character Embeddings Yanran Li and Wenjie Li
• Hierarchical Phrase-based Stream Decoding Andrew Finch, Xiaolin Wang and Eiichiro Sumita
• Learning Better Embeddings for Rare Words Using Distributional Representations Irina Sergienya and Hinrich Schütze
• Composing Relationships with Translations Alberto Duran, Antoine Bordes and Nicolas Usunier
• What's in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation Arne Köhn
• Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation Fabienne Braune, Nina Seemann and Alexander Fraser
• WTF! Fast Cross-lingual Word-embeddings Jocelyn Coulmance, Amine Benhalloum, Jean-Marc Marty and Guillaume Wenzek

TACL papers to be presented at EMNLP

• It’s All Fun and Games until Someone Annotates: Video Games with a Purpose for Linguistic Annotation David Jurgens and Roberto Navigli
• Which Step Do I Take First? Troubleshooting with Bayesian Models Annie Louis and Mirella Lapata
• Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation Rico Sennrich
• Unsupervised Lexicon Discovery from Acoustic Input Chia-ying Lee, Timothy J. O’Donnell, and James Glass
• Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment Sourav Dutta and Gerhard Weikum
• One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations Yangfeng Ji, Jacob Eisenstein
• Problems in Current Text Simplification Research: New Data Can Help Wei Xu, Chris Callison-Burch, Courtney Napoles
• Combining Minimally-supervised Methods for Arabic Named Entity Recognition Maha Althobaiti, Udo Kruschwitz, and Massimo Poesio
• From Paraphrase Database to Compositional Paraphrase Model and Back John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu, Dan Roth
• Improving Topic Models with Latent Feature Word Representations Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson
• Learning Structural Kernels for Natural Language Processing Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia
• Latent Structures for Coreference Resolution Sebastian Martschat, Michael Strube
• Deriving Boolean Structures from Distributional Vectors Germán Kruszewski, Denis Paperno, Marco Baroni
• Unsupervised Identification of Translationese Ella Rabinovich and Shuly Wintner
• A Graph-based Lattice Dependency Parser for Joint Morphological Segmentation and Syntactic Analysis Wolfgang Seeker and Özlem Çetinoğlu
• Approximation-Aware Dependency Parsing by Belief Propagation Matthew R. Gormley, Mark Dredze, and Jason Eisner
• Context-aware Frame-Semantic Role Labeling Michael Roth, Mirella Lapata
• Semantic Proto-Roles Drew Reisinger, Rachel Rudinger, Frank Ferraro, Craig Harman, Kyle Rawlins, Benjamin Van Durme