Accepted Papers

  • Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
    Abhishek ., Ashish Anand and Amit Awekar
  • Metaheuristic Approaches to Lexical Substitution and Simplification
    Sallam Abualhaija, Tristan Miller, Judith Eckle-Kohler, Iryna Gurevych and Karl-Heinz Zimmermann
  • Cross-Lingual Word Embeddings for Low-Resource Language Modeling
    Oliver Adams, Adam Makarucha, Graham Neubig, Steven Bird and Trevor Cohn
  • Exploring Different Dimensions of Attention for Uncertainty Detection
    Heike Adel and Hinrich Schütze
  • Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network
    Kim Anh Nguyen, Sabine Schulte im Walde and Ngoc Thang Vu
  • Decoding with Finite-State Transducers on GPUs
    Arturo Argueta and David Chiang
  • Stance Classification of Context-Dependent Claims
    Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha and Noam Slonim
  • Integrating Meaning into Quality Evaluation of Machine Translation
    Osman Baskaya, Eray Yildiz, Doruk Tuna, Mustafa Tolga Eren and A. Seza Doğruöz
  • Multitask Learning for Mental Health Conditions with Limited Social Media Data
    Adrian Benton, Margaret Mitchell and Dirk Hovy
  • From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction
    Toms Bergmanis and Sharon Goldwater
  • If You Can't Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking
    Dasha Bogdanova, Jennifer Foster, Daria Dzendzik and Qun Liu
  • Cross-lingual RST Discourse Parsing
    Chloé Braud, Maximin Coavoux and Anders Søgaard
  • ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing
    Andrei Butnaru, Radu Tudor Ionescu and Florentina Hristea
  • Generating flexible proper name references in text: Data, models and evaluation
    Thiago Castro Ferreira and Emiel Krahmer
  • Online Automatic Post-editing for MT in a Multi-Domain Translation Environment
    Rajen Chatterjee, Gebremedhen Gebremelak, Matteo Negri and Marco Turchi
  • Unsupervised AMR-Dependency Parse Alignment
    Wei-Te Chen and Martha Palmer
  • Learning to generate one-sentence biographies from Wikidata
    Andrew Chisholm, Will Radford and Ben Hachey
  • Incremental Discontinuous Phrase Structure Parsing with the GAP Transition
    Maximin Coavoux and Benoit Crabbé
  • Very Deep Convolutional Networks for Text Classification
    Alexis Conneau, Holger Schwenk, Loïc Barrault and Yann Lecun
  • A Data-Oriented Model of Literary Language
    Andreas van Cranenburgh and Rens Bod
  • An Incremental Parser for Abstract Meaning Representation
    Marco Damonte, Shay B. Cohen and Giorgio Satta
  • Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce
    Pradipto Das, Yandi Xia, Aaron Levine, Giuseppe Di Fabbrizio and Ankur Datta
  • Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
    Rajarshi Das, Arvind Neelakantan, David Belanger and Andrew McCallum
  • Delexicalized Word Embeddings for Cross-lingual Dependency Parsing
    Mathieu Dehouck and Pascal Denis
  • Learning to Generate Product Reviews with Neural Attention
    Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou and Ke Xu
  • Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
    Pascal Denis and Liva Ralaivola
  • Multilingual Training of Crosslingual Word Embeddings
    Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird and Trevor Cohn
  • Grouping business news stories based on salience of named entities
    Llorenc Escoter, Lidia Pivovarova, Mian Du, Anisia Katinskaia and Roman Yangarber
  • The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links
    Stefano Faralli, Alexander Panchenko, Chris Biemann and Simone Paolo Ponzetto
  • SMARTies: Sentiment Models for Arabic Target entities
    Noura Farra and Kathy McKeown
  • Noisy-context surprisal as a human sentence processing cost model
    Richard Futrell and Roger Levy
  • Learning to Translate in Real-time with Neural Machine Translation
    Jiatao Gu, Graham Neubig, Kyunghyun Cho and Victor O.K. Li
  • Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
    Shangmin Guo, xiangrong zeng, Shizhu He, Kang Liu and Jun Zhao
  • Efficient Benchmarking of NLP APIs using Multi-armed Bandits
    Gholamreza Haffari, Tuan Dung Tran and Mark Carman
  • Out-of-domain FrameNet Semantic Role Labeling
    Silvana Hartmann, Ilia Kuznetsov, Teresa Martin and Iryna Gurevych
  • Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases
    Matthias Hartung, Soufian Jebbara, Fabian Kaupmann and Philipp Cimiano
  • An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages
    Georg Heigold, Guenter Neumann and Josef van Genabith
  • Trust, but Verify! Better Entity Linking through Automatic Verification
    Benjamin Heinzerling, Michael Strube and Chin-Yew Lin
  • Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations
    Geert Heyman, Ivan Vulić and Marie-Francine Moens
  • Enumeration of Extractive Oracle Summaries
    Tsutomu Hirao, Masaaki Nishino, Jun Suzuki and Masaaki Nagata
  • Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech
    Julian Hough and David Schlangen
  • Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking
    David M. Howcroft and Vera Demberg
  • A Hierarchical Neural Model for Learning Sequence of Dialogue Acts
    Quan Hung Tran, Ingrid Zukerman and Gholamreza Haffari
  • Using support vector machines and state-of-the-art algorithms for phonetic alignment to identify cognates in multi-lingual wordlists
    Gerhard Jäger, Johann-Mattis List and Pavel Sofroniev
  • Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case Frames
    Gongye Jin, Daisuke Kawahara and Sadao Kurohashi
  • Medical Relation Extraction with Constrained CRF Models
    Charles Jochim and Lea Deleris
  • Neural Multi-Source Morphological Reinflection
    Katharina Kann, Ryan Cotterell and Hinrich Schütze
  • Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study
    Jihen Karoui, Benamara Farah, Véronique MORICEAU, Viviana Patti and Cristina Bosco
  • Re-evaluating Automatic Metrics for Image Captioning
    Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis and Erkut Erdem
  • LanideNN: Multilingual Language Identification on Text Stream
    Tom Kocmi and Ondřej Bojar
  • A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content
    Tushar Maheshwari, Aishwarya N Reganti, Samiksha Gupta, Anupam Jamatia, Upendra Kumar, Björn Gambäck and Amitava Das
  • What Do Recurrent Neural Network Grammars Learn About Syntax?
    Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig and Noah A. Smith
  • Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing
    Minh Le and Antske Fokkens
  • Structured Learning for Temporal Relation Extraction from Clinical Records
    Artuur Leeuwenberg and Marie-Francine Moens
  • A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments
    Omer Levy, Anders Søgaard and Yoav Goldberg
  • Learning to Predict Denotational Probabilities For Modeling Entailment
    Alice Lai and Julia Hockenmaier
  • Gated End-to-End Memory Networks
    Fei Liu and Julien PEREZ
  • A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts
    Fei Liu, Julien PEREZ and Scott Nowson
  • But in Reality, Your Opinion is Gibberish': Mining Online Discussions to Inform and Engage
    Stephanie Lukin, Steve Whittaker, Pranav Anand and Marilyn Walker
  • A Multi-task Approach to Predict Likability of Books
    Suraj Maharjan, John Arevalo, Manuel Montes, Fabio A. González and Thamar Solorio
  • Paraphrasing Revisited with Neural Machine Translation
    Jonathan Mallinson, Rico Sennrich and Mirella Lapata
  • Multitask learning for semantic sequence prediction under varying data conditions
    Héctor Martínez Alonso and Barbara Plank
  • Parsing Universal Dependencies without training
    Héctor Martínez Alonso, Željko Agić, Barbara Plank and Anders Søgaard
  • On-demand Injection of Lexical Knowledge for Recognising Textual Entailment
    Pascual Martínez-Gómez, Koji Mineshima, Yusuke Miyao and Daisuke Bekki
  • Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge
    Bonan Min, Marjorie Freedman and Talya Meltzer
  • Creating POS Tagging and Dependency Parsing Experts via Topic Modeling
    Atreyee Mukherjee, Sandra Kübler and Matthias Scheutz
  • Neural Semantic Encoders
    Tsendsuren Munkhdalai and Hong Yu
  • Neural Tree Indexers for Text Understanding
    Tsendsuren Munkhdalai and Hong Yu
  • A Two-stage Sieve Approach for Quote Attribution
    Grace Muzny, Michael Fang, Angel Chang and Dan Jurafsky
  • Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis
    Amr Mousa and Björn Schuller
  • A Mutli-View Sentiment Corpus
    Debora Nozza, Elisabetta Fersini and Enza Messina
  • Integrated Learning of Dialog Strategies and Semantic Parsing
    Aishwarya Padmakumar, Jesse Thomason and Raymond J. Mooney
  • Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation
    Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto and Chris Biemann
  • End-to-end Relation Extraction using Neural Networks and Markov Logic Networks
    Sachin Pawar, Pushpak Bhattacharyya and Girish Palshikar
  • May I take your order? A Neural Model for Extracting Structured Information from Conversations
    Baolin Peng, Michael Seltzer, Y.C. Ju and Geoffrey Zweig
  • Addressing the Data Sparsity Issue in Neural AMR Parsing
    Xiaochang Peng, Chuan Wang, Daniel Gildea and Nianwen Xue
  • Dialog state tracking, a machine reading approach using Memory Network
    Julien PEREZ and Fei Liu
  • Predicting Counselor Behaviors in Motivational Interviewing Encounters
    Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh and Lawrence Ann
  • Consistent Translation of Repeated Nouns using Syntactic and Semantic Cues
    Xiao Pu, Laura Mascarell and Andrei Popescu-Belis
  • Transition-Based Deep Linearization
    Ratish Puduppully, Yue Zhang and Manish Shrivastava
  • Distant Supervision for Relation Extraction beyond the Sentence Boundary
    Chris Quirk and Hoifung Poon
  • Personalized Machine Translation: Preserving Original Author Traits
    Ella Rabinovich, Raj Nath Patel, Shachar Mirkin, Lucia Specia and Shuly Wintner
  • Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison
    Alessandro Raganato, Jose Camacho-Collados and Roberto Navigli
  • Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model
    Sathish Reddy, Dinesh Raghu, Mitesh M. Khapra and Sachindra Joshi
  • A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
    Attapol Rutherford, Vera Demberg and Nianwen Xue
  • If No Media Were Allowed inside the Venue, Was Anybody Allowed?
    Zahra Sarabi and Eduardo Blanco
  • Distributed Document and Phrase Co-embeddings for Descriptive Clustering
    Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Y. Goulermas, Jun'ichi Tsujii and Sophia Ananiadou
  • Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages
    Michael Schlichtkrull and Anders Søgaard
  • Nonsymbolic Text Representation
    Hinrich Schütze
  • Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets
    Isabel Segura-Bedmar, Antonio Quiros and Paloma Martínez
  • Neural Architectures for Fine-grained Entity Type Classification
    Sonse Shimaoka, Pontus Stenetorp, Sebastian Riedel and Kentaro Inui
  • Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media
    Philippa Shoemark, Debnil Sur, Luke Shrimpton, Iain Murray and Sharon Goldwater
  • Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
    Vered Shwartz, Enrico Santus and Dominik Schlechtweg
  • Building Lexical Vector Representations from Concept Definitions
    Danilo Silva de Carvalho and Minh Le Nguyen
  • Recognizing Insufficiently Supported Arguments in Argumentative Essays
    Christian Stab and Iryna Gurevych
  • Authorship Attribution Using Text Distortio
    Efstathios Stamatatos
  • Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models
    Gabriel Stanovsky, Daniel Gruhl and Pablo Mendes
  • Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network
    Changzhi Sun and Yuanbin Wu
  • Analyzing Semantic Change of Japanese Loanwords
    Hiroya Takamura, Ryo Nagata and Yoshifumi Kawasaki
  • A Multifaceted Evaluation of Neural versus Statistical Machine Translation for 9 Language Directions
    Antonio Toral and Víctor M. Sánchez-Cartagena
  • Sentence Segmentation in Narrative Transcripts from Neuropsycological Tests using Recurrent Convolutional Neural Networks
    Marcos Treviso, Christopher Shulby and Sandra Aluísio
  • A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?
    Don Tuggener
  • Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems
    Shyam Upadhyay and Ming-Wei Chang
  • Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
    Patrick Verga, Arvind Neelakantan and Andrew McCallum
  • Character-Word LSTM Language Models
    Lyan Verwimp, Joris Pelemans, Hugo Van hamme and Patrick Wambacq
  • Universal Dependencies and Morphology for Hungarian - and on the Price of Universality
    Veronika Vincze, Katalin Simkó, Zsolt Szántó and Richárd Farkas
  • Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
    Ivan Vulić and Douwe Kiela
  • "PageRank" for Argument Relevance
    Henning Wachsmuth, Benno Stein and Yamen Ajjour
  • Computational Argumentation Quality Assessment in Natural Language
    Henning Wachsmuth, Nona Naderi, Yufang Hou, Yonatan Bilu, Vinodkumar Prabhakaran, Tim Alberdingk Thijm, Graeme Hirst and Benno Stein
  • TDParse: Multi-target-specific sentiment recognition on Twitter
    Bo Wang, Maria Liakata, Arkaitz Zubiaga and Rob Procter
  • A Network-based End-to-End Trainable Task-oriented Dialogue System
    Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić, Milica Gasic, Lina M. Rojas Barahona, Pei-Hao Su, Stefan Ultes and Steve Young
  • Classifying Illegal Activities on Tor Network Based on Web Textual Contents
    Mhd Wesam Al nabki, Eduardo Fidalgo, Enrique Alegre and Ivan de Paz
  • Learning and Knowledge Transfer with Memory Networks for Machine Comprehension
    Mohit Yadav, Lovekesh Vig and Gautam Shroff
  • Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection
    Shweta Yadav, Asif Ekbal and Sriparna Saha
  • Noise Mitigation for Neural Entity Typing and Relation Extraction
    Yadollah Yaghoobzadeh, Heike Adel and Hinrich Schütze
  • Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities
    Yadollah Yaghoobzadeh and Hinrich Schütze
  • Why and How to Pay Different Attention to Phrase Alignments of Different Intensities
    Wenpeng Yin and Hinrich Schütze
  • Dependency Parsing as Head Selection
    Xingxing Zhang, Jianpeng Cheng and Mirella Lapata
  • Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings
    Deyu ZHOU, Xuan Zhang and Yulan He