Elamur Research⌕
☰
home / venues / NAACL / 2018 / papers

NAACL 2018: all accepted papers

383 papers · page 1 of 4 · the most cited first · ← NAACL 2018

1 2 3 4

  1. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer et al. · Human Language Technologies, Volume 1 (Long Papers11,541 citations · our summary
  2. A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference ↗Adina Williams, Nikita Nangia, Samuel R. Bowman · Human Language Technologies, Volume 1 (Long Papers3,231 citations
  3. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani · Human Language Technologies, Volume 2 (Short Papers2,401 citations · our summary
  4. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos et al. · Human Language Technologies, Volume 1 (Long Papers1,287 citations · our summary
  5. Annotation Artifacts in Natural Language Inference Data ↗Suchin Gururangan, Swabha Swayamdipta, Omer Levy et al. · Human Language Technologies, Volume 2 (Short Papers894 citations
  6. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen et al. · Human Language Technologies, Volume 2 (Short Papers865 citations · our summary
  7. Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi · Human Language Technologies, Volume 1 (Long Papers678 citations · our summary
  8. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar et al. · Human Language Technologies, Volume 2 (Short Papers645 citations · our summary
  9. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim et al. · Human Language Technologies, Volume 2 (Short Papers630 citations · our summary
  10. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel et al. · Human Language Technologies, Volume 1 (Long Papers615 citations · our summary
  11. Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsSosuke Kobayashi · Human Language Technologies, Volume 2 (Short Papers603 citations · our summary
  12. Explainable Prediction of Medical Codes from Clinical TextJames Mullenbach, Sarah Wiegreffe, Jon Duke et al. · Human Language Technologies, Volume 1 (Long Papers563 citations · our summary
  13. Slot-Gated Modeling for Joint Slot Filling and Intent PredictionChih-Wen Goo, Guang Gao, Yun-Kai Hsu et al. · Human Language Technologies, Volume 2 (Short Papers497 citations · our summary
  14. The Web as a Knowledge-Base for Answering Complex QuestionsAlon Talmor, Jonathan Berant · Human Language Technologies, Volume 1 (Long Papers496 citations · our summary
  15. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi · Human Language Technologies, Volume 1 (Long Papers479 citations · our summary
  16. Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer ↗Juncen Li, Robin Jia, He He et al. · Human Language Technologies, Volume 1 (Long Papers468 citations
  17. Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave et al. · Human Language Technologies, Volume 1 (Long Papers465 citations · our summary
  18. Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosDevamanyu Hazarika, Soujanya Poria, Amir Zadeh et al. · Human Language Technologies, Volume 1 (Long Papers463 citations · our summary
  19. Gender Bias in Coreference ResolutionRachel Rudinger, Jason Naradowsky, Brian Leonard et al. · Human Language Technologies, Volume 2 (Short Papers429 citations · our summary
  20. Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word EmbeddingsYan Song, Shuming Shi, Jing Li et al. · Human Language Technologies, Volume 2 (Short Papers380 citations · our summary
  21. Higher-Order Coreference Resolution with Coarse-to-Fine InferenceKenton Lee, Luheng He, Luke Zettlemoyer · Human Language Technologies, Volume 2 (Short Papers371 citations · our summary
  22. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth et al. · Human Language Technologies, Volume 1 (Long Papers370 citations · our summary
  23. Deep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He et al. · Human Language Technologies, Volume 1 (Long Papers323 citations · our summary
  24. Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel Tetreault · Human Language Technologies, Volume 1 (Long Papers321 citations · our summary
  25. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula et al. · Human Language Technologies, Volume 3 (Industry Papers317 citations · our summary
  26. A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou · Human Language Technologies, Volume 1 (Long Papers309 citations · our summary
  27. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix et al. · Human Language Technologies, Volume 2 (Short Papers292 citations · our summary
  28. Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation ExtractionPatrick Verga, Emma Strubell, Andrew McCallum · Human Language Technologies, Volume 1 (Long Papers284 citations · our summary
  29. KBGAN: Adversarial Learning for Knowledge Graph Embeddings ↗Liwei Cai, William Yang Wang · Human Language Technologies, Volume 1 (Long Papers271 citations
  30. Supervised Open Information Extraction ↗Gabriel Stanovsky, Julian Michael, Luke Zettlemoyer et al. · Human Language Technologies, Volume 1 (Long Papers265 citations
  31. Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar · Human Language Technologies, Volume 1 (Long Papers239 citations · our summary
  32. Nested Named Entity Recognition RevisitedArzoo Katiyar, Claire Cardie · Human Language Technologies, Volume 1 (Long Papers239 citations · our summary
  33. TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL GenerationTao Yu, Zifan Li, Zilin Zhang et al. · Human Language Technologies, Volume 2 (Short Papers236 citations · our summary
  34. Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin et al. · Human Language Technologies, Volume 1 (Long Papers228 citations · our summary
  35. Diverse Few-Shot Text Classification with Multiple MetricsMo Yu, Xiaoxiao Guo, Jinfeng Yi et al. · Human Language Technologies, Volume 1 (Long Papers225 citations · our summary
  36. Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks ↗Diego Marcheggiani, Jasmijn Bastings, Ivan Titov · Human Language Technologies, Volume 2 (Short Papers209 citations
  37. A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling ↗Yu Wang, Yilin Shen, Hongxia Jin · Human Language Technologies, Volume 2 (Short Papers207 citations
  38. Multimodal Named Entity Recognition for Short Social Media Posts ↗Seungwhan Moon, Leonardo Neves, Vitor Carvalho · Human Language Technologies, Volume 1 (Long Papers200 citations
  39. Unsupervised Keyphrase Extraction with Multipartite Graphs ↗Florian Boudin · Human Language Technologies, Volume 2 (Short Papers179 citations
  40. Comparing Automatic and Human Evaluation of Local Explanations for Text ClassificationDong Nguyen · Human Language Technologies, Volume 1 (Long Papers173 citations · our summary
  41. Tied Multitask Learning for Neural Speech TranslationAntonios Anastasopoulos, David Chiang · Human Language Technologies, Volume 1 (Long Papers171 citations · our summary
  42. A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP ApplicationsDongyeop Kang, Waleed Ammar, Bhavana Dalvi et al. · Human Language Technologies, Volume 1 (Long Papers170 citations · our summary
  43. Content-Based Citation Recommendation ↗Chandra Bhagavatula, Sergey Feldman, Russell Power et al. · Human Language Technologies, Volume 1 (Long Papers163 citations
  44. Multi-Reward Reinforced Summarization with Saliency and EntailmentRamakanth Pasunuru, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers162 citations · our summary
  45. Text Segmentation as a Supervised Learning TaskOmri Koshorek, Adir Cohen, Noam Mor et al. · Human Language Technologies, Volume 2 (Short Papers162 citations · our summary
  46. Classical Structured Prediction Losses for Sequence to Sequence LearningSergey Edunov, Myle Ott, Michael Auli et al. · Human Language Technologies, Volume 1 (Long Papers152 citations · our summary
  47. Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets ↗Zhen Yang, Wei Chen, Feng Wang et al. · Human Language Technologies, Volume 1 (Long Papers150 citations
  48. Robust Multilingual Part-of-Speech Tagging via Adversarial Training ↗Michihiro Yasunaga, Jungo Kasai, Dragomir Radev · Human Language Technologies, Volume 1 (Long Papers149 citations
  49. Inducing a Lexicon of Abusive Words – a Feature-Based Approach ↗Michael Wiegand, Josef Ruppenhofer, Anna Schmidt et al. · Human Language Technologies, Volume 1 (Long Papers146 citations
  50. Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsBing Liu, Gokhan Tür, Dilek Hakkani-Tür et al. · Human Language Technologies, Volume 1 (Long Papers145 citations · our summary
  51. Leveraging Context Information for Natural Question Generation ↗Linfeng Song, Zhiguo Wang, Wael Hamza et al. · Human Language Technologies, Volume 2 (Short Papers143 citations
  52. Automatic Dialogue Generation with Expressed Emotions ↗Chenyang Huang, Osmar Zaïane, Amine Trabelsi et al. · Human Language Technologies, Volume 2 (Short Papers141 citations
  53. Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions ↗Hai Ye, Xin Jiang, Zhunchen Luo et al. · Human Language Technologies, Volume 1 (Long Papers136 citations
  54. Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network ↗Chenliang Li, Weiran Xu, Si Li et al. · Human Language Technologies, Volume 2 (Short Papers134 citations
  55. Pivot Based Language Modeling for Improved Neural Domain Adaptation ↗Yftah Ziser, Roi Reichart · Human Language Technologies, Volume 1 (Long Papers131 citations
  56. Evaluating Discourse Phenomena in Neural Machine Translation ↗Rachel Bawden, Rico Sennrich, Alexandra Birch et al. · Human Language Technologies, Volume 1 (Long Papers127 citations
  57. Automatic Stance Detection Using End-to-End Memory NetworksMitra Mohtarami, Ramy Baly, James Glass et al. · Human Language Technologies, Volume 1 (Long Papers126 citations · our summary
  58. Integrating Stance Detection and Fact Checking in a Unified CorpusRamy Baly, Mitra Mohtarami, James Glass et al. · Human Language Technologies, Volume 2 (Short Papers126 citations · our summary
  59. Multinomial Adversarial Networks for Multi-Domain Text Classification ↗Xilun Chen, Claire Cardie · Human Language Technologies, Volume 1 (Long Papers122 citations
  60. The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit WarrantsIvan Habernal, Henning Wachsmuth, Iryna Gurevych et al. · Human Language Technologies, Volume 1 (Long Papers121 citations · our summary
  61. Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement LearningPararth Shah, Dilek Hakkani-Tür, Bing Liu et al. · Human Language Technologies, Volume 3 (Industry Papers116 citations · our summary
  62. Guiding Neural Machine Translation with Retrieved Translation PiecesJingyi Zhang, Masao Utiyama, Eiichro Sumita et al. · Human Language Technologies, Volume 1 (Long Papers115 citations · our summary
  63. Humor Recognition Using Deep Learning ↗Peng-Yu Chen, Von-Wun Soo · Human Language Technologies, Volume 2 (Short Papers115 citations
  64. Neural Text Generation in Stories Using Entity Representations as Context ↗Elizabeth Clark, Yangfeng Ji, Noah A. Smith · Human Language Technologies, Volume 1 (Long Papers115 citations
  65. Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models ↗Sweta Karlekar, Tong Niu, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers112 citations
  66. Natural Language to Structured Query Generation via Meta-Learning ↗Po-Sen Huang, Chenglong Wang, Rishabh Singh et al. · Human Language Technologies, Volume 2 (Short Papers112 citations
  67. VnCoreNLP: A Vietnamese Natural Language Processing Toolkit ↗Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen et al. · Demonstrations112 citations
  68. Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction ↗Ziang Xie, Guillaume Genthial, Stanley Xie et al. · Human Language Technologies, Volume 1 (Long Papers109 citations
  69. Variational Knowledge Graph Reasoning ↗Wenhu Chen, Wenhan Xiong, Xifeng Yan et al. · Human Language Technologies, Volume 1 (Long Papers108 citations
  70. Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks ↗Salman Mohammed, Peng Shi, Jimmy Lin · Human Language Technologies, Volume 2 (Short Papers106 citations
  71. Neural Models for Reasoning over Multiple Mentions Using CoreferenceBhuwan Dhingra, Qiao Jin, Zhilin Yang et al. · Human Language Technologies, Volume 2 (Short Papers104 citations · our summary
  72. Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension ↗Bhavana Dalvi, Lifu Huang, Niket Tandon et al. · Human Language Technologies, Volume 1 (Long Papers103 citations
  73. DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference ↗Reza Ghaeini, Sadid A. Hasan, Vivek Datla et al. · Human Language Technologies, Volume 1 (Long Papers100 citations
  74. Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings ↗Debanjan Mahata, John Kuriakose, Rajiv Ratn Shah et al. · Human Language Technologies, Volume 2 (Short Papers99 citations
  75. Ranking Sentences for Extractive Summarization with Reinforcement LearningShashi Narayan, Shay B. Cohen, Mirella Lapata · Human Language Technologies, Volume 1 (Long Papers99 citations · our summary
  76. Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input ↗Youmna Farag, Helen Yannakoudakis, Ted Briscoe · Human Language Technologies, Volume 1 (Long Papers98 citations
  77. Specialising Word Vectors for Lexical EntailmentIvan Vulić, Nikola Mrkšić · Human Language Technologies, Volume 1 (Long Papers98 citations · our summary
  78. ArgumenText: Searching for Arguments in Heterogeneous Sources ↗Christian Stab, Johannes Daxenberger, Chris Stahlhut et al. · Demonstrations97 citations
  79. A Hierarchical Latent Structure for Variational Conversation Modeling ↗Yookoon Park, Jaemin Cho, Gunhee Kim · Human Language Technologies, Volume 1 (Long Papers96 citations
  80. Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings ↗Joshua Coates, Danushka Bollegala · Human Language Technologies, Volume 2 (Short Papers93 citations
  81. Robust Machine Comprehension Models via Adversarial Training ↗Yicheng Wang, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers93 citations
  82. Neural Machine Translation Decoding with Terminology ConstraintsEva Hasler, Adrià de Gispert, Gonzalo Iglesias et al. · Human Language Technologies, Volume 2 (Short Papers91 citations · our summary
  83. Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine TranslationFahim Dalvi, Nadir Durrani, Hassan Sajjad et al. · Human Language Technologies, Volume 2 (Short Papers90 citations · our summary
  84. Learning to Map Context-Dependent Sentences to Executable Formal Queries ↗Alane Suhr, Srinivasan Iyer, Yoav Artzi · Human Language Technologies, Volume 1 (Long Papers90 citations
  85. Deep Neural Models of Semantic Shift ↗Alex Rosenfeld, Katrin Erk · Human Language Technologies, Volume 1 (Long Papers89 citations
  86. Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection ↗Jing Qian, Mai ElSherief, Elizabeth Belding et al. · Human Language Technologies, Volume 2 (Short Papers88 citations
  87. ClaimRank: Detecting Check-Worthy Claims in Arabic and English ↗Israa Jaradat, Pepa Gencheva, Alberto Barrón-Cedeño et al. · Demonstrations83 citations
  88. Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types ↗Hady Elsahar, Christophe Gravier, Frederique Laforest · Human Language Technologies, Volume 1 (Long Papers83 citations
  89. Accurate Text-Enhanced Knowledge Graph Representation Learning ↗Bo An, Bo Chen, Xianpei Han et al. · Human Language Technologies, Volume 1 (Long Papers82 citations
  90. DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors ↗Prodromos Kolyvakis, Alexandros Kalousis, Dimitris Kiritsis · Human Language Technologies, Volume 1 (Long Papers82 citations
  91. Are All Languages Equally Hard to Language-Model?Ryan Cotterell, Sabrina J. Mielke, Jason Eisner et al. · Human Language Technologies, Volume 2 (Short Papers80 citations · our summary
  92. Automated Essay Scoring in the Presence of Biased Ratings ↗Evelin Amorim, Marcia Cançado, Adriano Veloso · Human Language Technologies, Volume 1 (Long Papers80 citations
  93. Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis ↗Devamanyu Hazarika, Soujanya Poria, Prateek Vij et al. · Human Language Technologies, Volume 2 (Short Papers79 citations
  94. Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss ↗Peng Xu, Denilson Barbosa · Human Language Technologies, Volume 1 (Long Papers79 citations
  95. Supervised and Unsupervised Transfer Learning for Question Answering ↗Yu-An Chung, Hung-Yi Lee, James Glass · Human Language Technologies, Volume 1 (Long Papers77 citations
  96. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic ChangeDominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann · Human Language Technologies, Volume 2 (Short Papers76 citations · our summary
  97. Semantic Structural Evaluation for Text SimplificationElior Sulem, Omri Abend, Ari Rappoport · Human Language Technologies, Volume 1 (Long Papers76 citations · our summary
  98. Improving Lexical Choice in Neural Machine Translation ↗Toan Nguyen, David Chiang · Human Language Technologies, Volume 1 (Long Papers75 citations
  99. Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition ↗Zhenghui Wang, Yanru Qu, Liheng Chen et al. · Human Language Technologies, Volume 1 (Long Papers74 citations
  100. Learning with Latent Language ↗Jacob Andreas, Dan Klein, Sergey Levine · Human Language Technologies, Volume 1 (Long Papers74 citations

1 2 3 4

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/naacl/2018/papers/