Accepted Papers

    • Jose Camacho-Collados and Roberto Navigli
      BabelDomains: Clustering Lexical Resources by Domain of Knowledge
    • Yvette Graham, Timothy Baldwin, Qun Liu, Qingsong Ma, Carla Parra and Carolina Scarton
      Improving Evaluation of Document-level Machine Translation Quality Estimation
    • Lauriane Aufrant, Guillaume Wisniewski and François Yvon
      Don’t Stop Me Now! Using Global Dynamic Oracles to Correct Training Biases of Transition-Based Dependency Parsers
    • Patrick Klein, Simone Paolo Ponzetto and Goran Glavaš
      Improving Neural Knowledge Base Completion with Cross-Lingual Projections
    • Heike Adel, Francine Chen and Yan-Ying Chen
      Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data
    • Nizar Habash, Nasser Zalmout, Dima Taji, Hieu Hoang and Maverick Alzate
      A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages
    • Julie Weeds, Thomas Kober, Jeremy Reffin and David Weir
      When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases
    • Jérémy Ferrero, Laurent Besacier, Didier Schwab and Frédéric Agnès
      Using Word Embedding for Cross-Language Plagiarism Detection
    • Anne Cocos and Chris Callison-Burch
      The Language of Place: Semantic Value from Geospatial Context
    • Rosa M. Giménez-Pérez, Marc Franco-Salvador and Paolo Rosso
      Single and Cross-domain Polarity Classification using String Kernels
    • Joao Sedoc, Daniel Preoţiuc-Pietro and Lyle Ungar
      Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering
    • Felix Stahlberg, Adrià de Gispert, Eva Hasler and Bill Byrne
      Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
    • Adam Poliak, Pushpendre Rastogi, Michael Patrick Martin and Benjamin Van Durme
      Efficient, Compositional, Order-sensitive n-gram Embeddings
    • Rico Sennrich
      How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs
    • Laurent Jakubina and Phillippe Langlais
      Reranking Translation Candidates produced by\\several Bilingual Word Similarity Sources
    • Yinfei Yang, Forrest Bao and Ani Nenkova
      Detecting (Un)Important Content for Single-Document News Summarization
    • Sven Buechel and Udo Hahn
      EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
    • Yinfei Yang, Cen Chen and Forrest Bao
      Aspect Extraction from Product Reviews Using Category Hierarchy Information
    • Katsuhiko Hayashi and Masaaki Nagata
      K-best Iterative Viterbi Parsing
    • Sebastian Martschat and Katja Markert
      Improving ROUGE for Timeline Summarization
    • Maximilian Köper and Sabine Schulte im Walde
      Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language
    • Armand Joulin, Edouard Grave, Piotr Bojanowski and Tomas Mikolov
      Bag of Tricks for Efficient Text Classification
    • Juan Soler and Leo Wanner
      On the Relevance of Syntactic and Discourse Features for Author Profiling and Identification
    • Arun Kumar, Ryan Cotterell, Lluís Padró and Antoni Oliver
      Morphological Analysis of the Dravidian Language Family
    • Francesco Barbieri, Miguel Ballesteros and Horacio Saggion
      Are Emojis Predictable?
    • Robert Östling and Jörg Tiedemann
      Continuous multilinguality with language vectors
    • Tomáš Brychcín and Pavel Král
      Unsupervised Dialogue Act Induction using Gaussian Mixtures
    • Nitin Ramrakhiyani, Sachin Pawar, Swapnil Hingmire and Girish Palshikar
      Measuring Topic Coherence through optimal Word Buckets
    • Liangyou Li, Andy Way and Qun Liu
      Context-Aware Graph Segmentation for Graph-Based Translation
    • Hangfeng He and Xu Sun
      F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media
    • Jessica Ficler and Yoav Goldberg
      Improving a Strong Neural Parser with Conjunction-Specific Features
    • Wei Shi and Vera Demberg
      Do We Need Cross Validation for Discourse Relation Classification?
    • Annette Rios Gonzales and Don Tuggener
      Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation
    • Maximin Coavoux and Benoit Crabbé
      Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks
    • Harshit Pande
      Effective search space reduction for spell correction using character neural embeddings
    • Martijn van der Klis, Bert Le Bruyn and Henriëtte de Swart
      Mapping the Perfect via Translation Mining
    • Patrick Littell, David R. Mortensen, Ke Lin, Katherine Kairis and Lori Levin
      URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors
    • Željko Agić, Barbara Plank and Anders Søgaard
      Cross-lingual tagger evaluation without test data
    • Jun Suzuki and Masaaki Nagata
      Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization
    • Ryosuke Kohita, Hiroshi Noji and Yuji Matsumoto
      Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing
    • Daniël de Kok, Jianqiang Ma, Corina Dima and Erhard Hinrichs
      PP Attachment: Where do We Stand?
    • Shiou Tian Hsu, Changsung Moon, Paul Jones and Nagiza Samatova
      A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification
    • Sheng Zhang, Kevin Duh and Benjamin Van Durme
      MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models
    • Ryan Cotterell, Adam Poliak, Benjamin Van Durme and Jason Eisner
      Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis
    • Ryan Cotterell, John Sylak-Glassman and Christo Kirov
      Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion
    • Maryam Siahbani and Anoop Sarkar
      Lexicalized Reordering for Left-to-Right Hierarchical Phrase-based Translation
    • Parinaz Sobhani, Xiaodan Zhu and Diana Inkpen
      A Dataset for Multi-Target Stance Classification
    • Tongfei Chen and Benjamin Van Durme
      Discriminative Information Retrieval for Question Answering Sentence Selection
    • Gemma Boleda, Abhijeet Gupta and Sebastian Padó
      Instances and concepts in distributional space
    • Bradley Hauer, Garrett Nicolai and Grzegorz Kondrak
      Self-Training Improves Unsupervised Bilingual Lexicon Induction
    • Gustavo Paetzold and Lucia Specia
      Lexical Simplification with Neural Ranking
    • Yitong Li, Trevor Cohn and Timothy Baldwin
      Robust Training under Linguistic Adversity
    • Santanu Pal, Sudip Kumar Naskar, Mihaela Vela, Qun Liu and Josef van Genabith
      Neural Automatic Post-Editing Using Prior Alignment and Reranking
    • Carlo Strapparava and Rada Mihalcea
      A Computational Analysis of the Language of Drug Addiction
    • Ionut Sorodoc, Jey Han Lau, Nikolaos Aletras and Timothy Baldwin
      Multimodal Topic Labelling
    • Sanjeev Karn and Hinrich Schütze
      End-to-End Trainable Attentive Decoder for Hierarchical Entity Typing
    • Mohammad Taher Pilehvar and Nigel Collier
      Inducing Representations for Rare Words by Leveraging Lexical Resources
    • Hsin-Yang Wang and Wei-Yun Ma
      Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement
    • Giannis Bekoulis, Johannes Deleu, Thomas Demeester and Chris Develder
      Reconstructing the house from the ad: Structured prediction on real estate classifieds
    • Luana Bulat, Stephen Clark and Ekaterina Shutova
      Modelling metaphor with attribute-based semantics
    • Ivan Vulić
      Cross-Lingual Syntactically Informed Distributed Word Representations
    • Wei Li and Brian Mak
      Derivation of Document Vectors from Adaptation of LSTM Language Model
    • Yunsu Kim, Julian Schamper and Hermann Ney
      Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes
    • Laura Rimell, Amandla Mabona, Luana Bulat and Douwe Kiela
      Learning to Negate Adjectives with Bilinear Models
    • Daniele Bonadiman, Antonio Uva and Alessandro Moschitti
      Effective shared representations with Multitask Learning for Community Question Answering
    • Giannis Nikolentzos, Polykarpos Meladianos, Francois Rousseau, Yannis Stavrakas and Michalis Vazirgiannis
      Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization
    • Irshad Bhat, Riyaz A. Bhat and Manish Shrivastava
      Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data
    • Dmitriy Dligach, Tim Miller, Chen Lin, Steven Bethard and Guergana Savova
      Neural Temporal Relation Extraction
    • Sina Zarrieß and David Schlangen
      Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings
    • Dmitry Ustalov, Nikolay Arefyev, Chris Biemann and Alexander Panchenko
      Negative Sampling Improves Hypernymy Extraction Based on Projection Learning
    • Iryna Haponchyk and Alessandro Moschitti
      A Practical Perspective on Latent Structured Prediction for Coreference Resolution
    • Timothy Baldwin, Trevor Cohn, Ryan Cotterell and Ekaterina Vylomova
      Context-Aware Prediction of Derivational Word-forms
    • Sameer Bansal, Herman Kamper, Adam Lopez and Sharon Goldwater
      Towards speech-to-text translation without speech recognition
    • Simon Keizer, Markus Guhe, Heriberto Cuayahuitl, Ioannis Efstathiou, Klaus-Peter Engelbrecht, Mihai Dobre, Alex Lascarides and Oliver Lemon
      Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents
    • Lasha Abzianidze, Johannes Bjerva, Kilian Evang, Hessel Haagsma, Rik van Noord, Pierre Ludmann, Duc-Duy Nguyen and Johan Bos
      The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations
    • Oded Avraham and Yoav Goldberg
      The Interplay of Semantics and Morphology in Word Embeddings
    • Ofir Press and Lior Wolf
      Using the Output Embedding to Improve Language Models
    • Mohammadzaman Zamani and H. Andrew Schwartz
      Using Twitter Language to Predict the Real Estate Market
    • Ngoc Quang Luong, Andrei Popescu-Belis, Annette Rios Gonzales and Don Tuggener
      Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities
    • Filippos Kokkinos and Alexandros Potamianos
      Structural Attention Neural Networks for improved sentiment analysis
    • Marion Weller-Di Marco, Alexander Fraser and Sabine Schulte im Walde
      Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice
    • Zewei Chu, Hai Wang, Kevin Gimpel and David McAllester
      Broad Context Language Modeling as Reading Comprehension
    • Miroslav Vodolán, Rudolf Kadlec and Jan Kleindienst
      Hybrid Dialog State Tracker with ASR Features
    • Sandro Pezzelle, Marco Marelli and Raffaella Bernardi
      Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision
    • Federico Fancellu, Adam Lopez, Bonnie Webber and Hangfeng He
      Detecting negation scope is easy, except when it isn't
    • Matthieu Labeau and Alexandre Allauzen
      An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters
    • Egor Lakomkin and Stefan Wermter
      Automatically augmenting an emotion dataset improves classification using audio
    • Goran Glavaš, Federico Nanni and Simone Paolo Ponzetto
      Unsupervised Cross-Lingual Scaling of Political Texts
    • Zichao Yang, Zhiting Hu, Yuntian Deng, Chris Dyer and Alex Smola
      Neural Machine Translation with Recurrent Attention Modeling
    • Polykarpos Meladianos, Antoine Tixier, Ioannis Nikolentzos and Michalis Vazirgiannis
      Real-Time Keyword Extraction from Conversations
    • Jiangming Liu and Yue Zhang
      Attention Modeling for Targeted Sentiment
    • Julien Tourille, Olivier Ferret, Xavier Tannier and Aurelie Neveol
      Temporal information extraction from clinical text
    • Gaël Le Godais, Tal Linzen and Emmanuel Dupoux
      Comparing Character-level Neural Language Models Using a Lexical Decision Task
    • Jessica Ouyang, Serina Chang and Kathy McKeown
      Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora
    • Iacer Calixto, Daniel Stein, Evgeny Matusov, Sheila Castilho and Andy Way
      Using Images to Improve Machine-Translating E-Commerce Product Listings.
    • Yandi Xia, Aaron Levine, Pradipto Das, Giuseppe Di Fabbrizio, Keiji Shinzato and Ankur Datta
      Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models
    • Robin Lemke, Eva Horch and Ingo Reich
      Optimal encoding! - Information Theory constrains article omission in newspaper headlines
    • Ting Han and David Schlangen
      Grounding Language by Continuous Observation of Instruction Following
    • Denys Katerenchuk
      Age Group Classification with Speech and Metadata Multimodality Fusion
    • Alexandra Schofield, Måns Magnusson and David Mimno
      Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
    • Aaron Steven White, Kyle Rawlins and Benjamin Van Durme
      The Semantic Proto-Role Linking Model
    • Yunita Sari, Andreas Vlachos and Mark Stevenson
      Continuous N-gram Representations for Authorship Attribution
    • Joachim Bingel and Anders Søgaard
      Practically learnable task relations for deep multi-task networks
    • Lorenzo Gatti, Gözde Özbal, Oliviero Stock and Carlo Strapparava
      To Sing like a Mockingbird
    • Christo Kirov, John Sylak-Glassman, Rebecca Knowles, Ryan Cotterell and Matt Post
      A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax
    • Yan Song and Chia-Jung Lee
      Learning User Embeddings from Emails
    • Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou and Kai Yu
      On-line Dialogue Policy Learning with Companion Teaching
    • Natalie Schluter
      The limits of automatic summarisation according to ROUGE
    • Kris Cao and Stephen Clark
      Latent Variable Dialogue Models and their Diversity
    • Rachele Sprugnoli, Tommaso Caselli, Sara Tonelli and Giovanni Moretti
      The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts
    • Keisuke Sakaguchi, Courtney Napoles and Joel Tetreault
      A Fluency Corpus and Benchmark for Grammatical Error Correction
    • Ivan Sanchez and Sebastian Riedel
      How Well Can We Predict Hypernyms from Word Embeddings? A dataset-centric Analysis
    • Garrett Nicolai and Grzegorz Kondrak
      Automatic Morphological Analysis without Expert Annotation
    • Shrestha P., Sierra S, González F., Rosso P., Montes-y-Gómez M., Solorio T.
      Convolutional Neural Networks for Authorship Attribution of Short Texts
    • Mihail Eric and Christopher Manning
      A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue
    • Matthias Huck, Aleš Tamchyna, Ondřej Bojar and Alexander Fraser
      Producing Unseen Morphological Variants in Statistical Machine Translation
    • M. Amin Farajian, Marco Turchi, Matteo Negri, Nicola Bertoldi and Marcello Federico
      Neural vs. Phrase-Based Machine Translation in Multi-Domain Scenario
    • Cristian Cardellino, Milagro Teruel, Laura Alonso Alemany and Serena Villata
      Legal NERC with ontologies, Wikipedia and curriculum learning
    • Franck Dernoncourt, Ji Young Lee and Peter Szolovits
      Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
    • Gabriella Lapesa and Stefan Evert
      Large-scale evaluation of dependency-based DSMs: Are they worth the effort?
    • 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 Tunaoğlu, 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, Sriparna Saha and Pushpak Bhattacharyya
    • 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