Table of Contents

• Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long PapersAlexander Koller, Mirella Lapata, Phil Blunsom. [doi]
• Gated End-to-End Memory NetworksFei Liu, Julien Perez. 1-10 [doi]
• Neural Tree Indexers for Text UnderstandingHong Yu, Tsendsuren Munkhdalai. 11-21 [doi]
• Exploring Different Dimensions of Attention for Uncertainty DetectionHinrich Schütze, Heike Adel. 22-34 [doi]
• Classifying Illegal Activities on Tor Network Based on Web Textual ContentsMhd Wesam Al Nabki, Eduardo Fidalgo, Enrique Alegre, Ivan de Paz. 35-43 [doi]
• When is multitask learning effective? Semantic sequence prediction under varying data conditionsBarbara Plank, Héctor Martínez Alonso. 44-53 [doi]
• Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun PhrasesMatthias Hartung, Philipp Cimiano, Fabian Kaupmann, Soufian Jebbara. 54-64 [doi]
• Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy DetectionEnrico Santus, Vered Shwartz, Dominik Schlechtweg. 65-75 [doi]
• Distinguishing Antonyms and Synonyms in a Pattern-based Neural NetworkKim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu. 76-85 [doi]
• Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and DisambiguationChris Biemann, Simone Paolo Ponzetto, Stefano Faralli, Alexander Panchenko, Eugen Ruppert. 86-98 [doi]
• Word Sense Disambiguation: A Unified Evaluation Framework and Empirical ComparisonRoberto Navigli, José Camacho-Collados, Alessandro Raganato. 99-110 [doi]
• Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?Kang Liu 0001, Jun Zhao, Shizhu He, Shangmin Guo, Xiangrong Zeng. 111-120 [doi]
• If You Can't Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer RerankingQun Liu, Jennifer Foster, Dasha Bogdanova, Daria Dzendzik. 121-131 [doi]
• Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural NetworksAndrew McCallum, Arvind Neelakantan, Rajarshi Das, David Belanger. 132-141 [doi]
• Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent ModelsGabriel Stanovsky, Daniel Gruhl, Pablo N. Mendes. 142-151 [doi]
• Multitask Learning for Mental Health Conditions with Limited Social Media DataDirk Hovy, Margaret Mitchell, Adrian Benton. 152-162 [doi]
• Evaluation by Association: A Systematic Study of Quantitative Word Association EvaluationAnna Korhonen, Ivan Vulic, Douwe Kiela. 163-175 [doi]
• Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Benno Stein, Graeme Hirst, Vinodkumar Prabhakaran, Yonatan Bilu, Yufang Hou, Nona Naderi, Tim Alberdingk Thijm. 176-187 [doi]
• A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?Don Tuggener. 188-198 [doi]
• Re-evaluating Automatic Metrics for Image CaptioningMert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem. 199-209 [doi]
• Integrating Meaning into Quality Evaluation of Machine TranslationA. Seza Dogruöz, Osman Baskaya, Eray Yildiz, Doruk Tunaoglu, Mustafa Tolga Eren. 210-219 [doi]
• Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource LanguagesAnders Søgaard, Michael Sejr Schlichtkrull. 220-229 [doi]
• Parsing Universal Dependencies without trainingAnders Søgaard, Barbara Plank, Héctor Martínez Alonso, Zeljko Agic. 230-240 [doi]
• Delexicalized Word Embeddings for Cross-lingual Dependency ParsingPascal Denis, Mathieu Dehouck. 241-250 [doi]
• Stance Classification of Context-Dependent ClaimsNoam Slonim, Roy Bar-Haim, Amrita Saha, Indrajit Bhattacharya, Francesco Dinuzzo. 251-261 [doi]
• Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus StudyVéronique Moriceau, Jihen Karoui, Farah Benamara, Viviana Patti, Cristina Bosco, Nathalie Aussenac-Gilles. 262-272 [doi]
• A Multi-View Sentiment CorpusDebora Nozza, Elisabetta Fersini, Enza Messina. 273-280 [doi]
• A Systematic Study of Neural Discourse Models for Implicit Discourse RelationNianwen Xue, Vera Demberg, Attapol Rutherford. 281-291 [doi]
• Cross-lingual RST Discourse ParsingAnders Søgaard, Chloé Braud, Maximin Coavoux. 292-304 [doi]
• Dialog state tracking, a machine reading approach using Memory NetworkFei Liu, Julien Perez. 305-314 [doi]
• Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural NetworksMarcos Vinícius Treviso, Christopher Shulby, Sandra M. Aluísio. 315-325 [doi]
• Joint, Incremental Disfluency Detection and Utterance Segmentation from SpeechDavid Schlangen, Julian Hough. 326-336 [doi]
• From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology InductionSharon Goldwater, Toms Bergmanis. 337-346 [doi]
• Creating POS Tagging and Dependency Parsing Experts via Topic ModelingMatthias Scheutz, Sandra Kübler, Atreyee Mukherjee. 347-355 [doi]
• Universal Dependencies and Morphology for Hungarian - and on the Price of UniversalityVeronika Vincze, Richárd Farkas, Zsolt Szántó, Katalin Ilona Simkó. 356-365 [doi]
• Addressing the Data Sparsity Issue in Neural AMR ParsingDaniel Gildea, Nianwen Xue, Xiaochang Peng, Chuan Wang. 366-375 [doi]
• Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation ModelMitesh M. Khapra, Dinesh Raghu, Sachindra Joshi, Sathish Reddy. 376-385 [doi]
• Enumeration of Extractive Oracle SummariesTsutomu Hirao, Jun Suzuki, Masaaki Nagata, Masaaki Nishino. 386-396 [doi]
• Neural Semantic EncodersHong Yu, Tsendsuren Munkhdalai. 397-407 [doi]
• Efficient Benchmarking of NLP APIs using Multi-armed BanditsGholamreza Haffari, Mark James Carman, Tuan Dung Tran. 408-416 [doi]
• Character-Word LSTM Language ModelsLyan Verwimp, Joris Pelemans, Hugo Van Hamme, Patrick Wambacq. 417-427 [doi]
• A Hierarchical Neural Model for Learning Sequences of Dialogue ActsIngrid Zukerman, Gholamreza Haffari, Quan Hung Tran. 428-437 [doi]
• A Network-based End-to-End Trainable Task-oriented Dialogue SystemLina Maria Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-hao Su, Stefan Ultes, Tsung-Hsien Wen, Steve J. Young, David Vandyke. 438-449 [doi]
• May I take your order? A Neural Model for Extracting Structured Information from ConversationsKam-Fai Wong, Baolin Peng, Geoffrey Zweig, Michael Seltzer, Y. C. Ju. 450-459 [doi]
• A Two-stage Sieve Approach for Quote AttributionDan Jurafsky, Angel X. Chang, Grace Muzny, Michael Fang. 460-470 [doi]
• Out-of-domain FrameNet Semantic Role LabelingIryna Gurevych, Silvana Hartmann, Ilia Kuznetsov, Teresa Martin. 471-482 [doi]
• TDParse: Multi-target-specific sentiment recognition on TwitterMaria Liakata, Bo Wang, Arkaitz Zubiaga, Rob Procter. 483-493 [doi]
• Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word ProblemsShyam Upadhyay, Ming-Wei Chang. 494-504 [doi]
• An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 LanguagesJosef van Genabith, Georg Heigold, Guenter Neumann. 505-513 [doi]
• Neural Multi-Source Morphological ReinflectionHinrich Schütze, Ryan Cotterell, Katharina Kann. 514-524 [doi]
• Online Automatic Post-editing for MT in a Multi-Domain Translation EnvironmentMatteo Negri, Marco Turchi, Rajen Chatterjee, Gebremedhen Gebremelak. 525-535 [doi]
• An Incremental Parser for Abstract Meaning RepresentationGiorgio Satta, Shay B. Cohen, Marco Damonte. 536-546 [doi]
• Integrated Learning of Dialog Strategies and Semantic ParsingJesse Thomason, Aishwarya Padmakumar, Raymond J. Mooney. 547-557 [doi]
• Unsupervised AMR-Dependency Parse AlignmentMartha Palmer, Wei-Te Chen. 558-567 [doi]
• Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case FramesSadao Kurohashi, Daisuke Kawahara, Gongye Jin. 568-577 [doi]
• Multi-level Representations for Fine-Grained Typing of Knowledge Base EntitiesHinrich Schütze, Yadollah Yaghoobzadeh. 578-589 [doi]
• The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few LinksChris Biemann, Simone Paolo Ponzetto, Stefano Faralli, Alexander Panchenko. 590-600 [doi]
• Probabilistic Inference for Cold Start Knowledge Base Population with Prior World KnowledgeMarjorie Freedman, Bonan Min, Talya Meltzer. 601-612 [doi]
• Generalizing to Unseen Entities and Entity Pairs with Row-less Universal SchemaAndrew McCallum, Arvind Neelakantan, Patrick Verga. 613-622 [doi]
• Learning to Generate Product Reviews from AttributesMing Zhou 0001, Mirella Lapata, Furu Wei, Li Dong, Shaohan Huang, Ke Xu. 623-632 [doi]
• Learning to generate one-sentence biographies from WikidataBen Hachey, Will Radford, Andrew Chisholm. 633-642 [doi]
• Transition-Based Deep Input LinearizationYue Zhang, Manish Shrivastava, Ratish Puduppully. 643-654 [doi]
• Generating flexible proper name references in text: Data, models and evaluationEmiel Krahmer, Thiago Castro Ferreira, Sander Wubben. 655-664 [doi]
• Dependency Parsing as Head SelectionMirella Lapata, Xingxing Zhang, Jianpeng Cheng 0001. 665-676 [doi]
• Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency ParsingMinh Le, Antske Fokkens. 677-687 [doi]
• Noisy-context surprisal as a human sentence processing cost modelRoger Levy, Richard Futrell. 688-698 [doi]
• Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence MatchingHinrich Schütze, Wenpeng Yin 0001. 699-709 [doi]
• On-demand Injection of Lexical Knowledge for Recognising Textual EntailmentYusuke Miyao, Pascual Martínez-Gómez, Koji Mineshima, Daisuke Bekki. 710-720 [doi]
• Learning to Predict Denotational Probabilities For Modeling EntailmentJulia Hockenmaier, Alice Lai. 721-730 [doi]
• A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media ContentAmitava Das, Björn Gambäck, Tushar Maheshwari, Aishwarya N. Reganti, Samiksha Gupta, Anupam Jamatia, Upendra Kumar. 731-741 [doi]
• Argument Strength is in the Eye of the Beholder: Audience Effects in PersuasionMarilyn A. Walker, Pranav Anand, Stephanie M. Lukin, Steve Whittaker. 742-753 [doi]
• A Language-independent and Compositional Model for Personality Trait Recognition from Short TextsFei Liu, Scott Nowson, Julien Perez. 754-764 [doi]
• A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence AlignmentsAnders Søgaard, Yoav Goldberg, Omer Levy. 765-774 [doi]
• Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive AlgorithmPascal Denis, Liva Ralaivola. 775-784 [doi]
• Nonsymbolic Text RepresentationHinrich Schütze. 785-796 [doi]
• Fine-Grained Entity Type Classification by Jointly Learning Representations and Label EmbeddingsAbhishek, Ashish Anand, Amit Awekar. 797-807 [doi]
• Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word EmbeddingsDeyu Zhou, Yulan He, Xuan Zhang. 808-817 [doi]
• End-to-end Relation Extraction using Neural Networks and Markov Logic NetworksPushpak Bhattacharyya, Sachin Pawar, Girish Keshav Palshikar. 818-827 [doi]
• Trust, but Verify! Better Entity Linking through Automatic VerificationMichael Strube 0001, Chin-Yew Lin, Benjamin Heinzerling. 828-838 [doi]
• Named Entity Recognition in the Medical Domain with Constrained CRF ModelsCharles Jochim, Léa Amandine Deleris. 839-849 [doi]
• Learning and Knowledge Transfer with Memory Networks for Machine ComprehensionMohit Yadav, Lovekesh Vig, Gautam Shroff. 850-859 [doi]
• If No Media Were Allowed inside the Venue, Was Anybody Allowed?Eduardo Blanco 0002, Zahra Sarabi. 860-869 [doi]
• Metaheuristic Approaches to Lexical Substitution and SimplificationIryna Gurevych, Tristan Miller, Judith Eckle-Kohler, Sallam Abualhaija, Karl-Heinz Zimmermann. 870-880 [doi]
• Paraphrasing Revisited with Neural Machine TranslationMirella Lapata, Rico Sennrich, Jonathan Mallinson. 881-893 [doi]
• Multilingual Training of Crosslingual Word EmbeddingsHiroshi Kanayama, Trevor Cohn, Tengfei Ma, Steven Bird, Long Duong. 894-904 [doi]
• Building Lexical Vector Representations from Concept DefinitionsDanilo Silva de Carvalho, Minh Le Nguyen. 905-915 [doi]
• ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencingRadu-Tudor Ionescu, Andrei M. Butnaru, Florentina Hristea. 916-926 [doi]
• LanideNN: Multilingual Language Identification on Text StreamOndrej Bojar, Tom Kocmi. 927-936 [doi]
• Cross-Lingual Word Embeddings for Low-Resource Language ModelingTrevor Cohn, Steven Bird, Graham Neubig, Oliver Adams, Adam J. Makarucha. 937-947 [doi]
• Consistent Translation of Repeated Nouns using Syntactic and Semantic CuesAndrei Popescu-Belis, Xiao Pu, Laura Mascarell. 948-957 [doi]
• Psycholinguistic Models of Sentence Processing Improve Sentence Readability RankingVera Demberg, David M. Howcroft. 958-968 [doi]
• Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-CommercePradipto Das, Yandi Xia, Aaron Levine, Giuseppe Di Fabbrizio, Ankur Datta. 969-979 [doi]
• Recognizing Insufficiently Supported Arguments in Argumentative EssaysIryna Gurevych, Christian Stab. 980-990 [doi]
• Distributed Document and Phrase Co-embeddings for Descriptive ClusteringJun'ichi Tsujii, Sophia Ananiadou, Tingting Mu, Georgios Kontonatsios, Motoki Sato, Austin J. Brockmeier, John Yannis Goulermas. 991-1001 [doi]
• SMARTies: Sentiment Models for Arabic Target entitiesKathy McKeown, Noura Farra. 1002-1013 [doi]
• Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweetsIsabel Segura-Bedmar, Antonio Quirós, Paloma Martínez. 1014-1022 [doi]
• Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment AnalysisAmr El-Desoky Mousa, Björn W. Schuller. 1023-1032 [doi]
• Large-scale Opinion Relation Extraction with Distantly Supervised Neural NetworkQi Zhang, Man Lan, Yuanbin Wu, Changzhi Sun, Shiliang Sun. 1033-1043 [doi]
• Decoding with Finite-State Transducers on GPUsDavid Chiang, Arturo Argueta. 1044-1052 [doi]
• Learning to Translate in Real-time with Neural Machine TranslationGraham Neubig, KyungHyun Cho, Jiatao Gu, Victor O. K. Li. 1053-1062 [doi]
• A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language DirectionsAntonio Toral, Víctor M. Sánchez-Cartagena. 1063-1073 [doi]
• Personalized Machine Translation: Preserving Original Author TraitsShuly Wintner, Shachar Mirkin, Lucia Specia, Ella Rabinovich, Raj Nath Patel. 1074-1084 [doi]
• Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level RepresentationsMarie-Francine Moens, Ivan Vulic, Geert Heyman. 1085-1095 [doi]
• Grouping business news stories based on salience of named entitiesRoman Yangarber, Llorenç Escoter, Lidia Pivovarova, Mian Du, Anisia Katinskaia. 1096-1106 [doi]
• Very Deep Convolutional Networks for Text ClassificationHolger Schwenk, Loïc Barrault, Alexis Conneau, Yann LeCun. 1107-1116 [doi]
• "PageRank" for Argument RelevanceHenning Wachsmuth, Benno Stein, Yamen Ajjour. 1117-1127 [doi]
• Predicting Counselor Behaviors in Motivational Interviewing EncountersSatinder Singh, Rada Mihalcea, Verónica Pérez-Rosas, Kenneth Resnicow, Lawrence An, Kathy J. Goggin, Delwyn Catley. 1128-1137 [doi]
• Authorship Attribution Using Text DistortionEfstathios Stamatatos. 1138-1149 [doi]
• Structured Learning for Temporal Relation Extraction from Clinical RecordsMarie-Francine Moens, Artuur Leeuwenberg. 1150-1158 [doi]
• Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature SelectionPushpak Bhattacharyya, Asif Ekbal, Sriparna Saha 0001, Shweta. 1159-1170 [doi]
• Distant Supervision for Relation Extraction beyond the Sentence BoundaryChris Quirk, Hoifung Poon. 1171-1182 [doi]
• Noise Mitigation for Neural Entity Typing and Relation ExtractionHinrich Schütze, Yadollah Yaghoobzadeh, Heike Adel. 1183-1194 [doi]
• Analyzing Semantic Change in Japanese LoanwordsRyo Nagata, Hiroya Takamura, Yoshifumi Kawasaki. 1195-1204 [doi]
• Using support vector machines and state-of-the-art algorithms for phonetic alignment to identify cognates in multi-lingual wordlistsGerhard Jäger, Johann-Mattis List, Pavel Sofroniev. 1205-1216 [doi]
• A Multi-task Approach to Predict Likability of BooksThamar Solorio, Manuel Montes-y-Gómez, Suraj Maharjan, John Edison Arevalo Ovalle, Fabio A. González. 1217-1227 [doi]
• A Data-Oriented Model of Literary LanguageRens Bod, Andreas van Cranenburgh. 1228-1238 [doi]
• Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social mediaSharon Goldwater, Philippa Shoemark, Debnil Sur, Luke Shrimpton, Iain Murray. 1239-1248 [doi]
• What Do Recurrent Neural Network Grammars Learn About Syntax?Noah A. Smith, Chris Dyer, Miguel Ballesteros, Graham Neubig, Lingpeng Kong, Adhiguna Kuncoro. 1249-1258 [doi]
• Incremental Discontinuous Phrase Structure Parsing with the GAP TransitionBenoît Crabbé, Maximin Coavoux. 1259-1270 [doi]
• Neural Architectures for Fine-grained Entity Type ClassificationKentaro Inui, Sebastian Riedel, Pontus Stenetorp, Sonse Shimaoka. 1271-1280 [doi]