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15th EACL 2017: Valencia, Spain
- Mirella Lapata, Phil Blunsom, Alexander Koller:
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 2: Short Papers. Association for Computational Linguistics 2017, ISBN 978-1-945626-35-7 - Ryosuke Kohita, Hiroshi Noji, Yuji Matsumoto:
Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing. 1-7 - Patrick Littell, David R. Mortensen
, Ke Lin, Katherine Kairis, Carlisle Turner, Lori S. Levin
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors. 8-14 - Matthieu Labeau, Alexandre Allauzen:
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters. 15-20 - Yitong Li, Trevor Cohn, Timothy Baldwin:
Robust Training under Linguistic Adversity. 21-27 - Mohammadzaman Zamani, H. Andrew Schwartz:
Using Twitter Language to Predict the Real Estate Market. 28-33 - Gustavo Paetzold, Lucia Specia:
Lexical Simplification with Neural Ranking. 34-40 - Natalie Schluter:
The limits of automatic summarisation according to ROUGE. 41-45 - Jessica Ouyang, Serina Chang, Kathy McKeown:
Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora. 46-51 - Zewei Chu, Hai Wang, Kevin Gimpel, David A. McAllester:
Broad Context Language Modeling as Reading Comprehension. 52-57 - Federico Fancellu, Adam Lopez, Bonnie L. Webber, Hangfeng He
Detecting negation scope is easy, except when it isn't. 58-63 - Sheng Zhang, Kevin Duh, Benjamin Van Durme:
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models. 64-70 - Laura Rimell, Amandla Mabona, Luana Bulat, Douwe Kiela:
Learning to Negate Adjectives with Bilinear Models. 71-78 - Gemma Boleda, Abhijeet Gupta, Sebastian Padó
Instances and concepts in distributional space. 79-85 - Sina Zarrieß, David Schlangen:
Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings. 86-91 - Aaron Steven White, Kyle Rawlins, Benjamin Van Durme:
The Semantic Proto-Role Linking Model. 92-98 - Anne Cocos, Chris Callison-Burch:
The Language of Place: Semantic Value from Geospatial Context. 99-104 - Francesco Barbieri, Miguel Ballesteros, Horacio Saggion:
Are Emojis Predictable? 105-111 - Christo Kirov, John Sylak-Glassman, Rebecca Knowles, Ryan Cotterell, Matt Post:
A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax. 112-117 - Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn:
Context-Aware Prediction of Derivational Word-forms. 118-124 - Gaël Le Godais, Tal Linzen, Emmanuel Dupoux
Comparing Character-level Neural Language Models Using a Lexical Decision Task. 125-130 - Robin Lemke, Eva Horch, Ingo Reich:
Optimal encoding! - Information Theory constrains article omission in newspaper headlines. 131-135 - Carlo Strapparava, Rada Mihalcea:
A Computational Analysis of the Language of Drug Addiction. 136-142 - Iryna Haponchyk, Alessandro Moschitti:
A Practical Perspective on Latent Structured Prediction for Coreference Resolution. 143-149 - Wei Shi, Vera Demberg:
Do We Need Cross Validation for Discourse Relation Classification? 150-156 - Ofir Press, Lior Wolf:
Using the Output Embedding to Improve Language Models. 157-163 - Joachim Bingel, Anders Søgaard:
Identifying beneficial task relations for multi-task learning in deep neural networks. 164-169 - Harshit Pande:
Effective search space reduction for spell correction using character neural embeddings. 170-174 - Ryan Cotterell, Adam Poliak, Benjamin Van Durme, Jason Eisner:
Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis. 175-181 - Kris Cao, Stephen Clark:
Latent Variable Dialogue Models and their Diversity. 182-187 - Denys Katerenchuk:
Age Group Classification with Speech and Metadata Multimodality Fusion. 188-193 - Egor Lakomkin, Cornelius Weber, Stefan Wermter:
Automatically augmenting an emotion dataset improves classification using audio. 194-197 - Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou, Kai Yu:
On-line Dialogue Policy Learning with Companion Teaching. 198-204 - Miroslav Vodolán, Rudolf Kadlec, Jan Kleindienst:
Hybrid Dialog State Tracker with ASR Features. 205-210 - Garrett Nicolai, Grzegorz Kondrak:
Morphological Analysis without Expert Annotation. 211-216 - Arun Kumar, Ryan Cotterell, Lluís Padró, Antoni Oliver:
Morphological Analysis of the Dravidian Language Family. 217-222 - José Camacho-Collados, Roberto Navigli:
BabelDomains: Large-Scale Domain Labeling of Lexical Resources. 223-228 - Courtney Napoles, Keisuke Sakaguchi, Joel R. Tetreault:
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction. 229-234 - Nizar Habash
A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages. 235-241 - Lasha Abzianidze
The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations. 242-247 - Zeljko Agic, Barbara Plank, Anders Søgaard:
Cross-lingual tagger evaluation without test data. 248-253 - Cristian Cardellino
Legal NERC with ontologies, Wikipedia and curriculum learning. 254-259 - Rachele Sprugnoli, Tommaso Caselli, Sara Tonelli, Giovanni Moretti:
The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts. 260-266 - Yunita Sari, Andreas Vlachos
Continuous N-gram Representations for Authorship Attribution. 267-273 - Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder:
Reconstructing the house from the ad: Structured prediction on real estate classifieds. 274-279 - M. Amin Farajian, Marco Turchi, Matteo Negri
Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario. 280-284 - Sebastian Martschat, Katja Markert:
Improving ROUGE for Timeline Summarization. 285-290 - Jun Suzuki
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization. 291-297 - Lorenzo Gatti, Gözde Özbal, Oliviero Stock, Carlo Strapparava:
To Sing like a Mockingbird. 298-304 - Katsuhiko Hayashi, Masaaki Nagata:
K-best Iterative Viterbi Parsing. 305-310 - Daniël de Kok, Jianqiang Ma, Corina Dima, Erhard W. Hinrichs:
PP Attachment: Where do We Stand? 311-317 - Lauriane Aufrant, Guillaume Wisniewski, François Yvon:
Don't Stop Me Now! Using Global Dynamic Oracles to Correct Training Biases of Transition-Based Dependency Parsers. 318-323 - Irshad Ahmad Bhat, Riyaz Ahmad Bhat, Manish Shrivastava
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data. 324-330 - Maximin Coavoux, Benoît Crabbé:
Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks. 331-336 - Sandro Pezzelle
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision. 337-342 - Jessica Ficler, Yoav Goldberg:
Improving a Strong Neural Parser with Conjunction-Specific Features. 343-348 - Santanu Pal, Sudip Kumar Naskar, Mihaela Vela, Qun Liu, Josef van Genabith:
Neural Automatic Post-Editing Using Prior Alignment and Reranking. 349-355 - Yvette Graham, Qingsong Ma, Timothy Baldwin, Qun Liu, Carla Parra Escartín, Carolina Scarton:
Improving Evaluation of Document-level Machine Translation Quality Estimation. 356-361 - Felix Stahlberg, Adrià de Gispert, Eva Hasler, Bill Byrne:
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices. 362-368 - Matthias Huck, Ales Tamchyna, Ondrej Bojar, Alexander M. Fraser:
Producing Unseen Morphological Variants in Statistical Machine Translation. 369-375 - Rico Sennrich:
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs. 376-382 - Zichao Yang, Zhiting Hu, Yuntian Deng, Chris Dyer, Alexander J. Smola:
Neural Machine Translation with Recurrent Attention Modeling. 383-387 - Mohammad Taher Pilehvar, Nigel Collier:
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources. 388-393 - Gabriella Lapesa, Stefan Evert:
Large-scale evaluation of dependency-based DSMs: Are they worth the effort? 394-400 - Vicente Iván Sánchez Carmona, Sebastian Riedel:
How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis. 401-407 - Ivan Vulic:
Cross-Lingual Syntactically Informed Distributed Word Representations. 408-414 - Jérémy Ferrero, Laurent Besacier, Didier Schwab, Frédéric Agnès:
Using Word Embedding for Cross-Language Plagiarism Detection. 415-421 - Oded Avraham, Yoav Goldberg:
The Interplay of Semantics and Morphology in Word Embeddings. 422-426 - Armand Joulin, Edouard Grave, Piotr Bojanowski, Tomás Mikolov:
Bag of Tricks for Efficient Text Classification. 427-431 - Alexandra Schofield, Måns Magnusson, David M. Mimno:
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models. 432-436 - Nitin Ramrakhiyani, Sachin Pawar
Measuring Topic Coherence through Optimal Word Buckets. 437-442 - Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza F. Samatova:
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification. 443-449 - Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau, Yannis Stavrakas, Michalis Vazirgiannis:
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization. 450-455 - Wei Li, Brian Mak
Derivation of Document Vectors from Adaptation of LSTM Language Model. 456-461 - Polykarpos Meladianos, Antoine J.-P. Tixier, Giannis Nikolentzos, Michalis Vazirgiannis:
Real-Time Keyword Extraction from Conversations. 462-467 - Mihail Eric, Christopher D. Manning:
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue. 468-473 - Sameer Bansal, Herman Kamper
Towards speech-to-text translation without speech recognition. 474-479 - Simon Keizer, Markus Guhe, Heriberto Cuayáhuitl, Ioannis Efstathiou, Klaus-Peter Engelbrecht, Mihai Sorin Dobre, Alex Lascarides, Oliver Lemon
Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents. 480-484 - Tomás Brychcín, Pavel Král:
Unsupervised Dialogue Act Induction using Gaussian Mixtures. 485-490 - Ting Han, David Schlangen:
Grounding Language by Continuous Observation of Instruction Following. 491-496 - Martijn van der Klis, Bert Le Bruyn
Mapping the Perfect via Translation Mining. 497-502 - Adam Poliak, Pushpendre Rastogi, M. Patrick Martin, Benjamin Van Durme:
Efficient, Compositional, Order-sensitive n-gram Embeddings. 503-508 - Hsin-Yang Wang, Wei-Yun Ma:
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement. 509-515 - Patrick Klein
Improving Neural Knowledge Base Completion with Cross-Lingual Projections. 516-522 - Luana Bulat, Stephen Clark, Ekaterina Shutova:
Modelling metaphor with attribute-based semantics. 523-528 - Julie Weeds
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases. 529-534 - Maximilian Köper, Sabine Schulte im Walde:
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language. 535-542 - Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko:
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. 543-550 - Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu:
A Dataset for Multi-Target Stance Detection. 551-557 - Rosa M. Giménez-Pérez, Marc Franco-Salvador, Paolo Rosso:
Single and Cross-domain Polarity Classification using String Kernels. 558-563 - João Sedoc, Daniel Preotiuc-Pietro, Lyle H. Ungar:
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering. 564-571 - Jiangming Liu, Yue Zhang:
Attention Modeling for Targeted Sentiment. 572-577 - Sven Buechel, Udo Hahn:
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. 578-585 - Filippos Kokkinos, Alexandros Potamianos:
Structural Attention Neural Networks for improved sentiment analysis. 586-591 - Heike Adel, Francine Chen, Yan-Ying Chen:
Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data. 592-598 - Liangyou Li, Andy Way, Qun Liu:
Context-Aware Graph Segmentation for Graph-Based Translation. 599-604 - Laurent Jakubina, Philippe Langlais:
Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources. 605-611 - Maryam Siahbani, Anoop Sarkar:
Lexicalized Reordering for Left-to-Right Hierarchical Phrase-based Translation. 612-618 - Bradley Hauer, Garrett Nicolai, Grzegorz Kondrak:
Bootstrapping Unsupervised Bilingual Lexicon Induction. 619-624 - Marion Weller-Di Marco, Alexander M. Fraser, Sabine Schulte im Walde:
Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice. 625-630 - Ngoc-Quang Luong, Andrei Popescu-Belis
Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities. 631-636 - Iacer Calixto, Daniel Stein, Evgeny Matusov, Pintu Lohar, Sheila Castilho
Using Images to Improve Machine-Translating E-Commerce Product Listings. 637-643 - Robert Östling, Jörg Tiedemann:
Continuous multilinguality with language vectors. 644-649 - Yunsu Kim, Julian Schamper, Hermann Ney:
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes. 650-656 - Annette Rios Gonzales, Don Tuggener:
Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation. 657-662 - Yandi Xia, Aaron Levine, Pradipto Das, Giuseppe Di Fabbrizio, Keiji Shinzato, Ankur Datta:
Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models. 663-668 - Prasha Shrestha, Sebastián Sierra, Fabio A. González, Manuel Montes-y-Gómez, Paolo Rosso, Thamar Solorio:
Convolutional Neural Networks for Authorship Attribution of Short Texts. 669-674 - Yinfei Yang, Cen Chen, Minghui Qiu, Forrest Sheng Bao:
Aspect Extraction from Product Reviews Using Category Hierarchy Information. 675-680 - Juan Soler Company, Leo Wanner:
On the Relevance of Syntactic and Discourse Features for Author Profiling and Identification. 681-687 - Goran Glavas, Federico Nanni, Simone Paolo Ponzetto:
Unsupervised Cross-Lingual Scaling of Political Texts. 688-693 - Franck Dernoncourt, Ji Young Lee, Peter Szolovits:
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts. 694-700 - Ionut Sorodoc, Jey Han Lau, Nikolaos Aletras, Timothy Baldwin:
Multimodal Topic Labelling. 701-706 - Yinfei Yang, Forrest Sheng Bao, Ani Nenkova:
Detecting (Un)Important Content for Single-Document News Summarization. 707-712 - Hangfeng He
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media. 713-718 - Tongfei Chen, Benjamin Van Durme:
Discriminative Information Retrieval for Question Answering Sentence Selection. 719-725 - Daniele Bonadiman, Antonio Uva, Alessandro Moschitti:
Effective shared representations with Multitask Learning for Community Question Answering. 726-732 - Yan Song, Chia-Jung Lee:
Learning User Embeddings from Emails. 733-738 - Julien Tourille, Olivier Ferret, Xavier Tannier, Aurélie Névéol:
Temporal information extraction from clinical text. 739-745 - Dmitriy Dligach, Timothy A. Miller, Chen Lin, Steven Bethard, Guergana Savova:
Neural Temporal Relation Extraction. 746-751 - Sanjeev Karn, Ulli Waltinger, Hinrich Schütze:
End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification. 752-758 - Ryan Cotterell, John Sylak-Glassman, Christo Kirov:
Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion. 759-765
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