EMNLP 2017: all accepted papers
- SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation ↗Simone Papandrea, Alessandro Raganato, Claudio Delli Bovi · System Demonstrations31 citations
- Towards Decoding as Continuous Optimisation in Neural Machine Translation ↗Cong Duy Vu Hoang, Gholamreza Haffari, Trevor Cohn31 citations
- TAG Parsing with Neural Networks and Vector Representations of Supertags ↗Jungo Kasai, Robert Frank, R. Thomas McCoy et al.30 citations
- Topic-Based Agreement and Disagreement in US Electoral Manifestos ↗Stefano Menini, Federico Nanni, Simone Paolo Ponzetto et al.30 citations
- A Sub-Character Architecture for Korean Language Processing ↗Karl Stratos29 citations
- ConStance: Modeling Annotation Contexts to Improve Stance Classification ↗Kenneth Joseph, Lisa Friedland, William Hobbs et al.29 citations
- Deciphering Related Languages ↗Nima Pourdamghani, Kevin Knight29 citations
- Demographic-aware word associations ↗Aparna Garimella, Carmen Banea, Rada Mihalcea29 citations
- Identifying Cognate Sets Across Dictionaries of Related Languages ↗Adam St Arnaud, David Beck, Grzegorz Kondrak29 citations
- Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain ↗Luana Bulat, Stephen Clark, Ekaterina Shutova29 citations
- The Promise of Premise: Harnessing Question Premises in Visual Question Answering ↗Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra et al.29 citations
- CRF Autoencoder for Unsupervised Dependency Parsing ↗Jiong Cai, Yong Jiang, Kewei Tu28 citations
- Dynamic Data Selection for Neural Machine TranslationMarlies van der Wees, Arianna Bisazza, Christof Monz28 citations · our summary
- Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures ↗Lifu Huang, Avirup Sil, Heng Ji et al.28 citations
- Learning Contextually Informed Representations for Linear-Time Discourse ParsingYang Liu, Mirella Lapata28 citations · our summary
- Piecewise Latent Variables for Neural Variational Text Processing ↗Iulian Vlad Serban, Alexander G. Ororbia, Joelle Pineau et al.28 citations
- A Mention-Ranking Model for Abstract Anaphora ResolutionAna Marasović, Leo Born, Juri Opitz et al.27 citations · our summary
- Accurate Supervised and Semi-Supervised Machine Reading for Long Documents ↗Daniel Hewlett, Llion Jones, Alexandre Lacoste et al.27 citations
- LangPro: Natural Language Theorem Prover ↗Lasha Abzianidze · System Demonstrations27 citations
- Learning Word Relatedness over Time ↗Guy D. Rosin, Eytan Adar, Kira Radinsky27 citations
- Semi-supervised Structured Prediction with Neural CRF Autoencoder ↗Xiao Zhang, Yong Jiang, Hao Peng et al.27 citations
- Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps ↗Tobias Falke, Iryna Gurevych26 citations
- Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation ↗Carolin Lawrence, Artem Sokolov, Stefan Riezler26 citations
- Entity Linking for Queries by Searching Wikipedia Sentences ↗Chuanqi Tan, Furu Wei, Pengjie Ren et al.26 citations
- Globally Normalized Reader ↗Jonathan Raiman, John Miller26 citations
- Knowledge Distillation for Bilingual Dictionary Induction ↗Ndapandula Nakashole, Raphael Flauger26 citations
- SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies ↗Felix Stahlberg, Eva Hasler, Danielle Saunders et al. · System Demonstrations26 citations
- Asking too much? The rhetorical role of questions in political discourse ↗Justine Zhang, Arthur Spirling, Cristian Danescu-Niculescu-Mizil25 citations
- Opinion Recommendation Using A Neural Model ↗Zhongqing Wang, Yue Zhang24 citations
- Towards Debate Automation: a Recurrent Model for Predicting Debate Winners ↗Peter Potash, Anna Rumshisky24 citations
- Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars ↗Arash Eshghi, Igor Shalyminov, Oliver Lemon23 citations
- Sound-Word2Vec: Learning Word Representations Grounded in Sounds ↗Ashwin Vijayakumar, Ramakrishna Vedantam, Devi Parikh23 citations
- Stack-based Multi-layer Attention for Transition-based Dependency Parsing ↗Zhirui Zhang, Shujie Liu, Mu Li et al.23 citations
- World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions ↗Teng Long, Emmanuel Bengio, Ryan Lowe et al.23 citations
- Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters ↗Min Yang, Jincheng Mei, Heng Ji et al.22 citations
- Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision ↗Haoruo Peng, Ming-Wei Chang, Wen-tau Yih22 citations
- Dependency Grammar Induction with Neural Lexicalization and Big Training Data ↗Wenjuan Han, Yong Jiang, Kewei Tu21 citations
- Do LSTMs really work so well for PoS tagging? – A replication study ↗Tobias Horsmann, Torsten Zesch21 citations
- Filling the Blanks (hint: plural noun) for Mad Libs Humor ↗Nabil Hossain, John Krumm, Lucy Vanderwende et al.21 citations
- Measuring Thematic Fit with Distributional Feature Overlap ↗Enrico Santus, Emmanuele Chersoni, Alessandro Lenci et al.21 citations
- Neural Discontinuous Constituency Parsing ↗Miloš Stanojević, Raquel G. Alhama21 citations
- Towards a Universal Sentiment Classifier in Multiple languages ↗Kui Xu, Xiaojun Wan21 citations
- Interactive Abstractive Summarization for Event News Tweets ↗Ori Shapira, Hadar Ronen, Meni Adler et al. · System Demonstrations20 citations
- Learning to Rank Semantic Coherence for Topic Segmentation ↗Liang Wang, Sujian Li, Yajuan Lv et al.20 citations
- Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks ↗Hadi Amiri, Timothy Miller, Guergana Savova20 citations
- All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media ↗Jasabanta Patro, Bidisha Samanta, Saurabh Singh et al.19 citations
- Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext ↗John Wieting, Jonathan Mallinson, Kevin Gimpel19 citations
- Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews ↗Lahari Poddar, Wynne Hsu, Mong Li Lee18 citations
- Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation ↗Qingsong Ma, Yvette Graham, Timothy Baldwin et al.18 citations
- Identifying Humor in Reviews using Background Text Sources ↗Alex Morales, Chengxiang Zhai18 citations
- Learning Translations via Matrix Completion ↗Derry Tanti Wijaya, Brendan Callahan, John Hewitt et al.18 citations
- Paradigm Completion for Derivational Morphology ↗Ryan Cotterell, Ekaterina Vylomova, Huda Khayrallah et al.18 citations
- Word Re-Embedding via Manifold Dimensionality Retention ↗Souleiman Hasan, Edward Curry18 citations
- A Simpler and More Generalizable Story Detector using Verb and Character Features ↗Joshua Eisenberg, Mark Finlayson17 citations
- Idiom-Aware Compositional Distributed Semantics ↗Pengfei Liu, Kaiyu Qian, Xipeng Qiu et al.17 citations
- KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs ↗Prakhar Ojha, Partha Talukdar17 citations
- A Factored Neural Network Model for Characterizing Online Discussions in Vector Space ↗Hao Cheng, Hao Fang, Mari Ostendorf16 citations
- Importance sampling for unbiased on-demand evaluation of knowledge base population ↗Arun Chaganty, Ashwin Paranjape, Percy Liang et al.16 citations
- Speech segmentation with a neural encoder model of working memory ↗Micha Elsner, Cory Shain16 citations
- Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones ↗Zhenisbek Assylbekov, Rustem Takhanov, Bagdat Myrzakhmetov et al.16 citations
- What is it? Disambiguating the different readings of the pronoun `it'Sharid Loáiciga, Liane Guillou, Christian Hardmeier16 citations · our summary
- Charmanteau: Character Embedding Models For Portmanteau Creation ↗Varun Gangal, Harsh Jhamtani, Graham Neubig et al.15 citations
- Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence ↗Caio Corro, Joseph Le Roux, Mathieu Lacroix15 citations
- Exploring Vector Spaces for Semantic Relations ↗Kata Gábor, Haïfa Zargayouna, Isabelle Tellier et al.15 citations
- Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data ↗Natalie Parde, Rodney Nielsen15 citations
- Identifying Semantically Deviating Outlier Documents ↗Honglei Zhuang, Chi Wang, Fangbo Tao et al.15 citations
- Monolingual Phrase Alignment on Parse Forests ↗Yuki Arase, Junichi Tsujii15 citations
- Affordable On-line Dialogue Policy Learning ↗Cheng Chang, Runzhe Yang, Lu Chen et al.14 citations
- Exploiting Word Internal Structures for Generic Chinese Sentence Representation ↗Shaonan Wang, Jiajun Zhang, Chengqing Zong14 citations
- Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation ↗Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick et al.14 citations
- Image Pivoting for Learning Multilingual Multimodal Representations ↗Spandana Gella, Rico Sennrich, Frank Keller et al.14 citations
- Learning What's Easy: Fully Differentiable Neural Easy-First Taggers ↗André F. T. Martins, Julia Kreutzer14 citations
- Multi-Grained Chinese Word Segmentation ↗Chen Gong, Zhenghua Li, Min Zhang et al.14 citations
- Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants ↗Andrey Kutuzov, Erik Velldal, Lilja Øvrelid14 citations
- “i have a feeling trump will win..................”: Forecasting Winners and Losers from User Predictions on Twitter ↗Sandesh Swamy, Alan Ritter, Marie-Catherine de Marneffe14 citations
- The Labeled Segmentation of Printed Books ↗Lara McConnaughey, Jennifer Dai, David Bamman13 citations
- A Simple Language Model based on PMI Matrix Approximations ↗Oren Melamud, Ido Dagan, Jacob Goldberger12 citations
- Affinity-Preserving Random Walk for Multi-Document Summarization ↗Kexiang Wang, Tianyu Liu, Zhifang Sui et al.12 citations
- An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective ↗Jie Zhao, Yu Su, Ziyu Guan et al.12 citations
- Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels ↗Lea Frermann, György Szarvas12 citations
- Predicting Word Association Strengths ↗Andrew Cattle, Xiaojuan Ma12 citations
- Preserving Distributional Information in Dialogue Act ClassificationQuan Hung Tran, Ingrid Zukerman, Gholamreza Haffari12 citations · our summary
- Segmentation-Free Word Embedding for Unsegmented Languages ↗Takamasa Oshikiri12 citations
- The Impact of Modeling Overall Argumentation with Tree Kernels ↗Henning Wachsmuth, Giovanni Da San Martino, Dora Kiesel et al.12 citations
- CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles ↗Chenguang Wang, Alan Akbik, Laura Chiticariu et al.11 citations
- Classification of telicity using cross-linguistic annotation projection ↗Annemarie Friedrich, Damyana Gateva11 citations
- GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques ↗Tobias Falke, Iryna Gurevych · System Demonstrations11 citations
- Incremental Graph-based Neural Dependency Parsing ↗Xiaoqing Zheng11 citations
- Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model ↗Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti11 citations
- Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers ↗Mark Hopkins, Cristian Petrescu-Prahova, Roie Levin et al.10 citations
- Determining Semantic Textual Similarity using Natural Deduction Proofs ↗Hitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez et al.10 citations
- Does syntax help discourse segmentation? Not so much ↗Chloé Braud, Ophélie Lacroix, Anders Søgaard10 citations
- Sequence Effects in Crowdsourced Annotations ↗Nitika Mathur, Timothy Baldwin, Trevor Cohn10 citations
- Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space ↗Nikita Kitaev, Dan Klein10 citations
- Recovering Question Answering Errors via Query Revision ↗Semih Yavuz, Izzeddin Gur, Yu Su et al.9 citations
- Revisiting Selectional Preferences for Coreference ResolutionBenjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube9 citations · our summary
- Unfolding and Shrinking Neural Machine Translation Ensembles ↗Felix Stahlberg, Bill Byrne9 citations
- An Insight Extraction System on BioMedical Literature with Deep Neural Networks ↗Hua He, Kris Ganjam, Navendu Jain et al.8 citations
- Distinguishing Japanese Non-standard Usages from Standard Ones ↗Tatsuya Aoki, Ryohei Sasano, Hiroya Takamura et al.8 citations
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