EACL 2017

290 papers

Consistent Translation of Repeated Nouns using Syntactic and Semantic Cues

Xiao Pu, Laura Mascarell, Andrei Popescu-Belis

Cross-Lingual Word Embeddings for Low-Resource Language Modeling

Oliver Adams, Adam Makarucha, Graham Neubig, Steven Bird, Trevor Cohn

LanideNN: Multilingual Language Identification on Character Window

Tom Kocmi, Ondřej Bojar

ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing

Andrei Butnaru, Radu Tudor Ionescu, Florentina Hristea

Building Lexical Vector Representations from Concept Definitions

Danilo S. Carvalho, Minh Le Nguyen

Multilingual Training of Crosslingual Word Embeddings

Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird, Trevor Cohn

Paraphrasing Revisited with Neural Machine Translation

Jonathan Mallinson, Rico Sennrich, Mirella Lapata

Metaheuristic Approaches to Lexical Substitution and Simplification

Sallam Abualhaija, Tristan Miller, Judith Eckle-Kohler, Iryna Gurevych, Karl-Heinz Zimmermann

If No Media Were Allowed inside the Venue, Was Anybody Allowed?

Zahra Sarabi, Eduardo Blanco

Learning and Knowledge Transfer with Memory Networks for Machine Comprehension

Mohit Yadav, Lovekesh Vig, Gautam Shroff

Named Entity Recognition in the Medical Domain with Constrained CRF Models

Charles Jochim, Léa Deleris

Trust, but Verify! Better Entity Linking through Automatic Verification

Benjamin Heinzerling, Michael Strube, Chin-Yew Lin

End-to-end Relation Extraction using Neural Networks and Markov Logic Networks

Sachin Pawar, Pushpak Bhattacharyya, Girish Palshikar

Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings

Deyu Zhou, Xuan Zhang, Yulan He

Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings

Abhishek, Ashish Anand, Amit Awekar

Nonsymbolic Text Representation

Hinrich Schütze

Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm

Pascal Denis, Liva Ralaivola

A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments

Omer Levy, Anders Søgaard, Yoav Goldberg

A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts

Fei Liu, Julien Perez, Scott Nowson

Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion

Stephanie Lukin, Pranav Anand, Marilyn Walker, Steve Whittaker

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

Learning to Predict Denotational Probabilities For Modeling Entailment

Alice Lai, Julia Hockenmaier

On-demand Injection of Lexical Knowledge for Recognising Textual Entailment

Pascual Martínez-Gómez, Koji Mineshima, Yusuke Miyao, Daisuke Bekki

Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching

Wenpeng Yin, Hinrich Schütze

Noisy-context surprisal as a human sentence processing cost model

Richard Futrell, Roger Levy

Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing

Minh Le, Antske Fokkens

Dependency Parsing as Head Selection

Xingxing Zhang, Jianpeng Cheng, Mirella Lapata

Generating flexible proper name references in text: Data, models and evaluation

Thiago Castro Ferreira, Emiel Krahmer, Sander Wubben

Transition-Based Deep Input Linearization

Ratish Puduppully, Yue Zhang, Manish Shrivastava

Learning to generate one-sentence biographies from Wikidata

Andrew Chisholm, Will Radford, Ben Hachey

Learning to Generate Product Reviews from Attributes

Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou

Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema

Patrick Verga, Arvind Neelakantan, Andrew McCallum

Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge

Bonan Min, Marjorie Freedman, Talya Meltzer

The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links

Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto

Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities

Yadollah Yaghoobzadeh, Hinrich Schütze

Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case Frames

Gongye Jin, Daisuke Kawahara, Sadao Kurohashi

Unsupervised AMR-Dependency Parse Alignment

Wei-Te Chen, Martha Palmer

Integrated Learning of Dialog Strategies and Semantic Parsing

Aishwarya Padmakumar, Jesse Thomason, Raymond J. Mooney

An Incremental Parser for Abstract Meaning Representation

Marco Damonte, Shay B. Cohen, Giorgio Satta

Online Automatic Post-editing for MT in a Multi-Domain Translation Environment

Rajen Chatterjee, Gebremedhen Gebremelak, Matteo Negri, Marco Turchi

Neural Multi-Source Morphological Reinflection

Katharina Kann, Ryan Cotterell, Hinrich Schütze

An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages

Georg Heigold, Guenter Neumann, Josef van Genabith

Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems

Shyam Upadhyay, Ming-Wei Chang

TDParse: Multi-target-specific sentiment recognition on Twitter

Bo Wang, Maria Liakata, Arkaitz Zubiaga, Rob Procter

Out-of-domain FrameNet Semantic Role Labeling

Silvana Hartmann, Ilia Kuznetsov, Teresa Martin, Iryna Gurevych

A Two-stage Sieve Approach for Quote Attribution

Grace Muzny, Michael Fang, Angel Chang, Dan Jurafsky

May I take your order? A Neural Model for Extracting Structured Information from Conversations

Baolin Peng, Michael Seltzer, Y.C. Ju, Geoffrey Zweig, Kam-Fai Wong

A Network-based End-to-End Trainable Task-oriented Dialogue System

Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić, Milica Gasic, Lina M. Rojas-Barahona

A Hierarchical Neural Model for Learning Sequences of Dialogue Acts

Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari

Character-Word LSTM Language Models

Lyan Verwimp, Joris Pelemans, Hugo Van hamme, Patrick Wambacq

Efficient Benchmarking of NLP APIs using Multi-armed Bandits

Gholamreza Haffari, Tuan Dung Tran, Mark Carman

Neural Semantic Encoders

Tsendsuren Munkhdalai, Hong Yu

Enumeration of Extractive Oracle Summaries

Tsutomu Hirao, Masaaki Nishino, Jun Suzuki, Masaaki Nagata

Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model

Sathish Reddy, Dinesh Raghu, Mitesh M. Khapra, Sachindra Joshi

Addressing the Data Sparsity Issue in Neural AMR Parsing

Xiaochang Peng, Chuan Wang, Daniel Gildea, Nianwen Xue

Universal Dependencies and Morphology for Hungarian - and on the Price of Universality

Veronika Vincze, Katalin Simkó, Zsolt Szántó, Richárd Farkas

Creating POS Tagging and Dependency Parsing Experts via Topic Modeling

Atreyee Mukherjee, Sandra Kübler, Matthias Scheutz

From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction

Toms Bergmanis, Sharon Goldwater

Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech

Julian Hough, David Schlangen

Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks

Marcos Treviso, Christopher Shulby, Sandra Aluísio

Dialog state tracking, a machine reading approach using Memory Network

Julien Perez, Fei Liu

Cross-lingual RST Discourse Parsing

Chloé Braud, Maximin Coavoux, Anders Søgaard

A Systematic Study of Neural Discourse Models for Implicit Discourse Relation

Attapol Rutherford, Vera Demberg, Nianwen Xue

A Multi-View Sentiment Corpus

Debora Nozza, Elisabetta Fersini, Enza Messina

Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study

Jihen Karoui, Farah Benamara, Véronique Moriceau, Viviana Patti, Cristina Bosco

Stance Classification of Context-Dependent Claims

Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha, Noam Slonim

Delexicalized Word Embeddings for Cross-lingual Dependency Parsing

Mathieu Dehouck, Pascal Denis

Parsing Universal Dependencies without training

Héctor Martínez Alonso, Željko Agić, Barbara Plank, Anders Søgaard

Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages

Michael Schlichtkrull, Anders Søgaard

Integrating Meaning into Quality Evaluation of Machine Translation

Osman Başkaya, Eray Yildiz, Doruk Tunaoğlu, Mustafa Tolga Eren, A. Seza Doğruöz

Re-evaluating Automatic Metrics for Image Captioning

Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis, Erkut Erdem

A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?

Don Tuggener

Computational Argumentation Quality Assessment in Natural Language

Henning Wachsmuth, Nona Naderi, Yufang Hou, Yonatan Bilu, Vinodkumar Prabhakaran

Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation

Ivan Vulić, Douwe Kiela, Anna Korhonen

Multitask Learning for Mental Health Conditions with Limited Social Media Data

Adrian Benton, Margaret Mitchell, Dirk Hovy

Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models

Gabriel Stanovsky, Daniel Gruhl, Pablo Mendes

Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks

Rajarshi Das, Arvind Neelakantan, David Belanger, Andrew McCallum

If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking

Dasha Bogdanova, Jennifer Foster, Daria Dzendzik, Qun Liu

Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?

Shangmin Guo, Xiangrong Zeng, Shizhu He, Kang Liu, Jun Zhao

Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison

Alessandro Raganato, Jose Camacho-Collados, Roberto Navigli

Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation

Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann

Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network

Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu

Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection

Vered Shwartz, Enrico Santus, Dominik Schlechtweg

Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases

Matthias Hartung, Fabian Kaupmann, Soufian Jebbara, Philipp Cimiano

When is multitask learning effective? Semantic sequence prediction under varying data conditions

Héctor Martínez Alonso, Barbara Plank

Classifying Illegal Activities on Tor Network Based on Web Textual Contents

Mhd Wesam Al Nabki, Eduardo Fidalgo, Enrique Alegre, Ivan de Paz

Exploring Different Dimensions of Attention for Uncertainty Detection

Heike Adel, Hinrich Schütze

Neural Tree Indexers for Text Understanding

Tsendsuren Munkhdalai, Hong Yu

Gated End-to-End Memory Networks

Fei Liu, Julien Perez

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers

Mirella Lapata, Phil Blunsom, Alexander Koller