EACL 2017

290 papers

Pulling Out the Stops: Rethinking Stopword Removal for Topic Models

Alexandra Schofield, Måns Magnusson, David Mimno

Bag of Tricks for Efficient Text Classification

Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomas Mikolov

The Interplay of Semantics and Morphology in Word Embeddings

Oded Avraham, Yoav Goldberg

Using Word Embedding for Cross-Language Plagiarism Detection

Jérémy Ferrero, Laurent Besacier, Didier Schwab, Frédéric Agnès

Cross-Lingual Syntactically Informed Distributed Word Representations

Ivan Vulić

How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis

Ivan Sanchez, Sebastian Riedel

Large-scale evaluation of dependency-based DSMs: Are they worth the effort?

Gabriella Lapesa, Stefan Evert

Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources

Mohammad Taher Pilehvar, Nigel Collier

Neural Machine Translation with Recurrent Attention Modeling

Zichao Yang, Zhiting Hu, Yuntian Deng, Chris Dyer, Alex Smola

How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs

Rico Sennrich

Producing Unseen Morphological Variants in Statistical Machine Translation

Matthias Huck, Aleš Tamchyna, Ondřej Bojar, Alexander Fraser

Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices

Felix Stahlberg, Adrià de Gispert, Eva Hasler, Bill Byrne

Improving Evaluation of Document-level Machine Translation Quality Estimation

Yvette Graham, Qingsong Ma, Timothy Baldwin, Qun Liu, Carla Parra

Neural Automatic Post-Editing Using Prior Alignment and Reranking

Santanu Pal, Sudip Kumar Naskar, Mihaela Vela, Qun Liu, Josef van Genabith

Improving a Strong Neural Parser with Conjunction-Specific Features

Jessica Ficler, Yoav Goldberg

Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision

Sandro Pezzelle, Marco Marelli, Raffaella Bernardi

Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks

Maximin Coavoux, Benoit Crabbé

Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data

Irshad Bhat, Riyaz A. Bhat, Manish Shrivastava, Dipti Sharma

Don’t Stop Me Now! Using Global Dynamic Oracles to Correct Training Biases of Transition-Based Dependency Parsers

Lauriane Aufrant, Guillaume Wisniewski, François Yvon

PP Attachment: Where do We Stand?

Daniël de Kok, Jianqiang Ma, Corina Dima, Erhard Hinrichs

K-best Iterative Viterbi Parsing

Katsuhiko Hayashi, Masaaki Nagata

To Sing like a Mockingbird

Lorenzo Gatti, Gözde Özbal, Oliviero Stock, Carlo Strapparava

Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization

Jun Suzuki, Masaaki Nagata

Improving ROUGE for Timeline Summarization

Sebastian Martschat, Katja Markert

Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario

M. Amin Farajian, Marco Turchi, Matteo Negri, Nicola Bertoldi, Marcello Federico

Reconstructing the house from the ad: Structured prediction on real estate classifieds

Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder

Continuous N-gram Representations for Authorship Attribution

Yunita Sari, Andreas Vlachos, Mark Stevenson

The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts

Rachele Sprugnoli, Tommaso Caselli, Sara Tonelli, Giovanni Moretti

Legal NERC with ontologies, Wikipedia and curriculum learning

Cristian Cardellino, Milagro Teruel, Laura Alonso Alemany, Serena Villata

Cross-lingual tagger evaluation without test data

Željko Agić, Barbara Plank, Anders Søgaard

The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations

Lasha Abzianidze, Johannes Bjerva, Kilian Evang, Hessel Haagsma, Rik van Noord

A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages

Nizar Habash, Nasser Zalmout, Dima Taji, Hieu Hoang, Maverick Alzate

JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction

Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault

BabelDomains: Large-Scale Domain Labeling of Lexical Resources

Jose Camacho-Collados, Roberto Navigli

Morphological Analysis of the Dravidian Language Family

Arun Kumar, Ryan Cotterell, Lluís Padró, Antoni Oliver

Morphological Analysis without Expert Annotation

Garrett Nicolai, Grzegorz Kondrak

Hybrid Dialog State Tracker with ASR Features

Miroslav Vodolán, Rudolf Kadlec, Jan Kleindienst

On-line Dialogue Policy Learning with Companion Teaching

Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou

Automatically augmenting an emotion dataset improves classification using audio

Egor Lakomkin, Cornelius Weber, Stefan Wermter

Age Group Classification with Speech and Metadata Multimodality Fusion

Denys Katerenchuk

Latent Variable Dialogue Models and their Diversity

Kris Cao, Stephen Clark

Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis

Ryan Cotterell, Adam Poliak, Benjamin Van Durme, Jason Eisner

Effective search space reduction for spell correction using character neural embeddings

Harshit Pande

Identifying beneficial task relations for multi-task learning in deep neural networks

Joachim Bingel, Anders Søgaard

Using the Output Embedding to Improve Language Models

Ofir Press, Lior Wolf

On the Need of Cross Validation for Discourse Relation Classification

Wei Shi, Vera Demberg

A Practical Perspective on Latent Structured Prediction for Coreference Resolution

Iryna Haponchyk, Alessandro Moschitti

A Computational Analysis of the Language of Drug Addiction

Carlo Strapparava, Rada Mihalcea

Optimal encoding! - Information Theory constrains article omission in newspaper headlines

Robin Lemke, Eva Horch, Ingo Reich

Comparing Character-level Neural Language Models Using a Lexical Decision Task

Gaël Le Godais, Tal Linzen, Emmanuel Dupoux

Context-Aware Prediction of Derivational Word-forms

Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn

A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax

Christo Kirov, John Sylak-Glassman, Rebecca Knowles, Ryan Cotterell, Matt Post

Are Emojis Predictable?

Francesco Barbieri, Miguel Ballesteros, Horacio Saggion

The Language of Place: Semantic Value from Geospatial Context

Anne Cocos, Chris Callison-Burch

The Semantic Proto-Role Linking Model

Aaron Steven White, Kyle Rawlins, Benjamin Van Durme

Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings

Sina Zarrieß, David Schlangen

Instances and concepts in distributional space

Gemma Boleda, Abhijeet Gupta, Sebastian Padó

Learning to Negate Adjectives with Bilinear Models

Laura Rimell, Amandla Mabona, Luana Bulat, Douwe Kiela

MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models

Sheng Zhang, Kevin Duh, Benjamin Van Durme

Detecting negation scope is easy, except when it isn’t

Federico Fancellu, Adam Lopez, Bonnie Webber, Hangfeng He

Broad Context Language Modeling as Reading Comprehension

Zewei Chu, Hai Wang, Kevin Gimpel, David Mcallester

Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora

Jessica Ouyang, Serina Chang, Kathy McKeown

The limits of automatic summarisation according to ROUGE

Natalie Schluter

Lexical Simplification with Neural Ranking

Gustavo Paetzold, Lucia Specia

Using Twitter Language to Predict the Real Estate Market

Mohammadzaman Zamani, H. Andrew Schwartz

Robust Training under Linguistic Adversity

Yitong Li, Trevor Cohn, Timothy Baldwin

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters

Matthieu Labeau, Alexandre Allauzen

URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors

Patrick Littell, David R. Mortensen, Ke Lin, Katherine Kairis, Carlisle Turner

Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing

Ryosuke Kohita, Hiroshi Noji, Yuji Matsumoto

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers

Mirella Lapata, Phil Blunsom, Alexander Koller

Neural Architectures for Fine-grained Entity Type Classification

Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui, Sebastian Riedel

Incremental Discontinuous Phrase Structure Parsing with the GAP Transition

Maximin Coavoux, Benoit Crabbé

What Do Recurrent Neural Network Grammars Learn About Syntax?

Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig

Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media

Philippa Shoemark, Debnil Sur, Luke Shrimpton, Iain Murray, Sharon Goldwater

A Data-Oriented Model of Literary Language

Andreas van Cranenburgh, Rens Bod

A Multi-task Approach to Predict Likability of Books

Suraj Maharjan, John Arevalo, Manuel Montes, Fabio A. González, Thamar Solorio

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, Pavel Sofroniev

Analyzing Semantic Change in Japanese Loanwords

Hiroya Takamura, Ryo Nagata, Yoshifumi Kawasaki

Noise Mitigation for Neural Entity Typing and Relation Extraction

Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze

Distant Supervision for Relation Extraction beyond the Sentence Boundary

Chris Quirk, Hoifung Poon

Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection

Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya

Structured Learning for Temporal Relation Extraction from Clinical Records

Artuur Leeuwenberg, Marie-Francine Moens

Authorship Attribution Using Text Distortion

Efstathios Stamatatos

Predicting Counselor Behaviors in Motivational Interviewing Encounters

Veronica Perez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh, Lawrence An

“PageRank” for Argument Relevance

Henning Wachsmuth, Benno Stein, Yamen Ajjour

Very Deep Convolutional Networks for Text Classification

Alexis CONNEAU, Holger Schwenk, Loic Barrault, Yann LeCun

Grouping business news stories based on salience of named entities

Llorenç Escoter, Lidia Pivovarova, Mian Du, Anisia Katinskaia, Roman Yangarber

Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations

Geert Heyman, Ivan Vulić, Marie-Francine Moens

Personalized Machine Translation: Preserving Original Author Traits

Ella Rabinovich, Raj Nath Patel, Shachar Mirkin, Lucia Specia, Shuly Wintner

A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions

Antonio Toral, Víctor M. Sánchez-Cartagena

Learning to Translate in Real-time with Neural Machine Translation

Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor O.K. Li

Decoding with Finite-State Transducers on GPUs

Arturo Argueta, David Chiang

Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network

Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang

Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis

Amr Mousa, Björn Schuller

Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets

Isabel Segura-Bedmar, Antonio Quirós, Paloma Martínez

SMARTies: Sentiment Models for Arabic Target entities

Noura Farra, Kathy McKeown

Distributed Document and Phrase Co-embeddings for Descriptive Clustering

Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Y. Goulermas

Recognizing Insufficiently Supported Arguments in Argumentative Essays

Christian Stab, Iryna Gurevych

Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce

Pradipto Das, Yandi Xia, Aaron Levine, Giuseppe Di Fabbrizio, Ankur Datta

Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking

David M. Howcroft, Vera Demberg