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EMNLP 2015: all papers in our library

43 works · the most cited first · ← EMNLP 2015

  1. Effective Approaches to Attention-based Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Thang Luong, Hieu Pham, Christopher D. Manning2015 · 9,655 citations
  2. Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Duyu Tang, Bing Qin, Ting Liu2015 · 1,684 citations
  3. Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP)Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2015 · 1,200 citations
  4. WikiQA: A Challenge Dataset for Open-Domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Yi Yang, Wen-tau Yih, Christopher Meek2015 · 1,129 citations
  5. Representing Text for Joint Embedding of Text and Knowledge BasesConference on Empirical Methods in Natural Language Processing (EMNLP)Kristina Toutanova, Danqi Chen, Patrick Pantel, et al.2015 · 905 citations
  6. Classifying Relations via Long Short Term Memory Networks along Shortest Dependency PathsConference on Empirical Methods in Natural Language Processing (EMNLP)Yan Xu, Lili Mou, Ge Li, et al.2015 · 774 citations
  7. An Improved Non-monotonic Transition System for Dependency ParsingMatthew Honnibal, Mark Johnson2015 · 751 citations
  8. Modeling Relation Paths for Representation Learning of Knowledge BasesConference on Empirical Methods in Natural Language Processing (EMNLP)Yankai Lin, Zhiyuan Liu, Huanbo Luan, et al.2015 · 698 citations
  9. Evaluation methods for unsupervised word embeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Tobias Schnabel, Igor Labutov, David Mimno, et al.2015 · 674 citations
  10. Fine-grained Opinion Mining with Recurrent Neural Networks and Word EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Pengfei Liu, Shafiq Joty, Helen Meng2015 · 590 citations
  11. Solving General Arithmetic Word ProblemsSubhro Roy, Dan Roth2015 · 580 citations
  12. Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Nanyun Peng, Mark Dredze2015 · 483 citations
  13. ASTD: Arabic Sentiment Tweets DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Mahmoud Nabil, Mohamed Aly, Amir Atiya2015 · 470 citations
  14. Multi-Perspective Sentence Similarity Modeling with Convolutional Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Hua He, Kevin Gimpel, Jimmy Lin2015 · 450 citations
  15. Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMsConference on Empirical Methods in Natural Language Processing (EMNLP)Miguel Ballesteros, Chris Dyer, Noah A. Smith2015 · 402 citations
  16. That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve TweetsConference on Empirical Methods in Natural Language Processing (EMNLP)William Yang Wang, Diyi Yang2015 · 395 citations
  17. Sentence Compression by Deletion with LSTMsConference on Empirical Methods in Natural Language Processing (EMNLP)Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares, et al.2015 · 338 citations
  18. Long Short-Term Memory Neural Networks for Chinese Word SegmentationConference on Empirical Methods in Natural Language Processing (EMNLP)Xinchi Chen, Xipeng Qiu, Chenxi Zhu, et al.2015 · 336 citations
  19. Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural LanguageLuheng He, Mike Lewis, Luke Zettlemoyer2015 · 322 citations
  20. Do Multi-Sense Embeddings Improve Natural Language Understanding?Conference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Dan Jurafsky2015 · 303 citations
  21. Joint Mention Extraction and Classification with Mention HypergraphsConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Lu, Dan Roth2015 · 299 citations
  22. Show Me Your Evidence - an Automatic Method for Context Dependent Evidence DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Ruty Rinott, Lena Dankin, Carlos Alzate Perez, et al.2015 · 296 citations
  23. When Are Tree Structures Necessary for Deep Learning of Representations?Conference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Thang Luong, Dan Jurafsky, et al.2015 · 266 citations
  24. Humor Recognition and Humor Anchor ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Diyi Yang, Alon Lavie, Chris Dyer, et al.2015 · 264 citations
  25. Better Document-level Sentiment Analysis from RST Discourse ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein2015 · 235 citations
  26. Broad-coverage CCG Semantic Parsing with AMRConference on Empirical Methods in Natural Language Processing (EMNLP)Yoav Artzi, Kenton Lee, Luke Zettlemoyer2015 · 228 citations
  27. Joint prediction in MST-style discourse parsing for argumentation miningConference on Empirical Methods in Natural Language Processing (EMNLP)Andreas Peldszus, Manfred Stede2015 · 219 citations
  28. Solving Geometry Problems: Combining Text and Diagram InterpretationConference on Empirical Methods in Natural Language Processing (EMNLP)Minjoon Seo, Hannaneh Hajishirzi, Ali Farhadi, et al.2015 · 219 citations
  29. Better Summarization Evaluation with Word Embeddings for ROUGEConference on Empirical Methods in Natural Language Processing (EMNLP)Jun-Ping Ng, Viktoria Abrecht2015 · 217 citations
  30. Re-evaluating Automatic Summarization with BLEU and 192 Shades of ROUGEConference on Empirical Methods in Natural Language Processing (EMNLP)Yvette Graham2015 · 209 citations
  31. Joint Lemmatization and Morphological Tagging with LemmingConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas Müller, Ryan Cotterell, Alexander Fraser, et al.2015 · 180 citations
  32. Shallow Convolutional Neural Network for Implicit Discourse Relation RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Biao Zhang, Jinsong Su, Deyi Xiong, et al.2015 · 161 citations
  33. Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of WordsConference on Empirical Methods in Natural Language Processing (EMNLP)Debanjan Ghosh, Weiwei Guo, Smaranda Muresan2015 · 142 citations
  34. Posterior calibration and exploratory analysis for natural language processing modelsConference on Empirical Methods in Natural Language Processing (EMNLP)Khanh Nguyen, Brendan O'Connor2015 · 139 citations
  35. Parsing English into Abstract Meaning Representation Using Syntax-Based Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Michael Pust, Ulf Hermjakob, Kevin Knight, et al.2015 · 110 citations
  36. Discourse parsing for multi-party chat dialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Stergos Afantenos, Eric Kow, Nicholas Asher, et al.2015 · 97 citations
  37. Arabic Diacritization with Recurrent Neural NetworksYonatan Belinkov, James Glass2015 · 93 citations
  38. Comparing Word Representations for Implicit Discourse Relation ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP)Chloé Braud, Pascal Denis2015 · 83 citations
  39. Improving Arabic Diacritization through Syntactic AnalysisAnas Shahrour, Salam Khalifa, Nizar Habash2015 · 58 citations
  40. Joint Event Trigger Identification and Event Coreference Resolution with Structured PerceptronConference on Empirical Methods in Natural Language Processing (EMNLP)Jun Araki, Teruko Mitamura2015 · 56 citations
  41. Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse RelationsConference on Empirical Methods in Natural Language Processing (EMNLP)Yangfeng Ji, Gongbo Zhang, Jacob Eisenstein2015 · 46 citations
  42. Intra-sentential Zero Anaphora Resolution using Subject Sharing RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)Ryu Iida, Kentaro Torisawa, Chikara Hashimoto, et al.2015 · 38 citations
  43. Recognizing Textual Entailment Using Probabilistic InferenceConference on Empirical Methods in Natural Language Processing (EMNLP)Lei Sha, Sujian Li, Baobao Chang, et al.2015 · 10 citations

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