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NAACL 2019: all accepted papers

481 papers · page 3 of 5 · the most cited first · ← NAACL 2019

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  1. Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging ↗Lifu Huang, Heng Ji, Jonathan May31 citations
  2. Understanding Learning Dynamics Of Language Models with SVCCANaomi Saphra, Adam Lopez31 citations · our summary
  3. Adversarial Training for Satire Detection: Controlling for Confounding Variables ↗Robert McHardy, Heike Adel, Roman Klinger30 citations
  4. Alignment over Heterogeneous Embeddings for Question Answering ↗Vikas Yadav, Steven Bethard, Mihai Surdeanu30 citations
  5. DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion ↗Mor Geva, Eric Malmi, Idan Szpektor et al.30 citations
  6. How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection ↗Wenhu Chen, Yu Su, Yilin Shen et al.30 citations
  7. IMHO Fine-Tuning Improves Claim Detection ↗Tuhin Chakrabarty, Christopher Hidey, Kathy McKeown30 citations
  8. Low-Resource Syntactic Transfer with Unsupervised Source Reordering ↗Mohammad Sadegh Rasooli, Michael Collins30 citations
  9. One Size Does Not Fit All: Comparing NMT Representations of Different Granularities ↗Nadir Durrani, Fahim Dalvi, Hassan Sajjad et al.30 citations
  10. Simplified Neural Unsupervised Domain Adaptation ↗Timothy Miller30 citations
  11. CNM: An Interpretable Complex-valued Network for Matching ↗Qiuchi Li, Benyou Wang, Massimo Melucci · 🏆 Best Explainable NLP Paper29 citations
  12. ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters ↗Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya et al.29 citations
  13. Combining Distant and Direct Supervision for Neural Relation Extraction ↗Iz Beltagy, Kyle Lo, Waleed Ammar29 citations
  14. Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network ↗Hitesh Golchha, Mauajama Firdaus, Asif Ekbal et al.29 citations
  15. Giving Attention to the Unexpected: Using Prosody Innovations in Disfluency Detection ↗Vicky Zayats, Mari Ostendorf29 citations
  16. How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation ↗Zhiwei Yu, Xiaojun Wan29 citations
  17. Incorporating Word Attention into Character-Based Word Segmentation ↗Shohei Higashiyama, Masao Utiyama, Eiichiro Sumita et al.29 citations
  18. Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering ↗Jianmo Ni, Chenguang Zhu, Weizhu Chen et al.29 citations
  19. Neural Machine Translation of Text from Non-Native Speakers ↗Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen et al.29 citations
  20. Syntax-aware Neural Semantic Role Labeling with Supertags ↗Jungo Kasai, Dan Friedman, Robert Frank et al.29 citations
  21. A Systematic Study of Leveraging Subword Information for Learning Word Representations ↗Yi Zhu, Ivan Vulić, Anna Korhonen28 citations
  22. Be Consistent! Improving Procedural Text Comprehension using Label Consistency ↗Xinya Du, Bhavana Dalvi, Niket Tandon et al.28 citations
  23. Density Matching for Bilingual Word Embedding ↗Chunting Zhou, Xuezhe Ma, Di Wang et al.28 citations
  24. Highly Effective Arabic Diacritization using Sequence to Sequence Modeling ↗Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad et al.28 citations
  25. Fluent Translations from Disfluent Speech in End-to-End Speech Translation ↗Elizabeth Salesky, Matthias Sperber, Alexander Waibel27 citations
  26. In Other News: a Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data ↗Nishant Prateek, Mateusz Łajszczak, Roberto Barra-Chicote et al. · Human Language Technologies, Volume 2 (Industry Papers27 citations
  27. Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities ↗Alexander Erdmann, David Joseph Wrisley, Benjamin Allen et al.27 citations
  28. Strong and Simple Baselines for Multimodal Utterance Embeddings ↗Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai et al.27 citations
  29. Keyphrase Generation: A Text Summarization Struggle ↗Erion Çano, Ondřej Bojar26 citations
  30. Mitigating Uncertainty in Document Classification ↗Xuchao Zhang, Fanglan Chen, Chang-Tien Lu et al.26 citations
  31. Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition ↗Jumayel Islam, Robert E. Mercer, Lu Xiao26 citations
  32. UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering ↗Zi-Yuan Chen, Chih-Hung Chang, Yi-Pei Chen et al.26 citations
  33. A Probabilistic Generative Model of Linguistic Typology ↗Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell et al.25 citations
  34. AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning ↗Han Guo, Ramakanth Pasunuru, Mohit Bansal25 citations
  35. BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering ↗Yu Cao, Meng Fang, Dacheng Tao25 citations
  36. Disentangling Language and Knowledge in Task-Oriented Dialogs ↗Dinesh Raghu, Nikhil Gupta, Mausam25 citations
  37. Generalizing Unmasking for Short Texts ↗Janek Bevendorff, Benno Stein, Matthias Hagen et al.25 citations
  38. Improving Neural Machine Translation with Neural Syntactic Distance ↗Chunpeng Ma, Akihiro Tamura, Masao Utiyama et al.25 citations
  39. Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing ↗Tim vor der Brück, Marc Pouly25 citations
  40. Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation ↗Radu Tudor Ionescu, Andrei Butnaru25 citations
  41. Cross-lingual Transfer Learning for Japanese Named Entity Recognition ↗Andrew Johnson, Penny Karanasou, Judith Gaspers et al. · Human Language Technologies, Volume 2 (Industry Papers24 citations
  42. Detecting Cybersecurity Events from Noisy Short Text ↗Semih Yagcioglu, Mehmet Saygin Seyfioglu, Begum Citamak et al.24 citations
  43. FAKTA: An Automatic End-to-End Fact Checking System ↗Moin Nadeem, Wei Fang, Brian Xu et al.24 citations
  44. Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs ↗Geert Heyman, Bregt Verreet, Ivan Vulić et al.24 citations
  45. OpenCeres: When Open Information Extraction Meets the Semi-Structured Web ↗Colin Lockard, Prashant Shiralkar, Xin Luna Dong24 citations
  46. What's in a Name? Reducing Bias in Bios without Access to Protected Attributes ↗Alexey Romanov, Maria De-Arteaga, Hanna Wallach et al. · 🏆 Best Thematic Paper24 citations
  47. A Silver Standard Corpus of Human Phenotype-Gene Relations ↗Diana Sousa, Andre Lamurias, Francisco M. Couto23 citations
  48. Deep Learning for Natural Language Inference ↗Samuel R. Bowman, Xiaodan Zhu · Tutorials23 citations
  49. Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle ↗Maximin Coavoux, Shay B. Cohen23 citations
  50. Entity Recognition at First Sight: Improving NER with Eye Movement Information ↗Nora Hollenstein, Ce Zhang23 citations
  51. Neural Grammatical Error Correction with Finite State Transducers ↗Felix Stahlberg, Christopher Bryant, Bill Byrne23 citations
  52. Practical Semantic Parsing for Spoken Language Understanding ↗Marco Damonte, Rahul Goel, Tagyoung Chung · Human Language Technologies, Volume 2 (Industry Papers23 citations
  53. Subword-Level Language Identification for Intra-Word Code-Switching ↗Manuel Mager, Özlem Çetinoğlu, Katharina Kann23 citations
  54. A Simple Joint Model for Improved Contextual Neural LemmatizationChaitanya Malaviya, Shijie Wu, Ryan Cotterell22 citations · our summary
  55. Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions ↗Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki et al.22 citations
  56. Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering ↗Bo Chen, Xiaotao Gu, Yufeng Hu et al.22 citations
  57. Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process ↗Dingcheng Li, Siamak Zamani, Jingyuan Zhang et al.22 citations
  58. Learning When Not to Answer: a Ternary Reward Structure for Reinforcement Learning Based Question Answering ↗Fréderic Godin, Anjishnu Kumar, Arpit Mittal · Human Language Technologies, Volume 2 (Industry Papers22 citations
  59. Sub-event detection from twitter streams as a sequence labeling problem ↗Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al.22 citations
  60. Audio De-identification - a New Entity Recognition Task ↗Ido Cohn, Itay Laish, Genady Beryozkin et al. · Human Language Technologies, Volume 2 (Industry Papers21 citations
  61. Benchmarking Approximate Inference Methods for Neural Structured Prediction ↗Lifu Tu, Kevin Gimpel21 citations
  62. Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System ↗Shazia Afzal, Tejas Dhamecha, Nirmal Mukhi et al. · Human Language Technologies, Volume 2 (Industry Papers21 citations
  63. Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters ↗Evgeny Kim, Roman Klinger21 citations
  64. Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach ↗Nicolas Pröllochs, Stefan Feuerriegel, Dirk Neumann21 citations
  65. A Case Study on Neural Headline Generation for Editing Support ↗Kazuma Murao, Ken Kobayashi, Hayato Kobayashi et al. · Human Language Technologies, Volume 2 (Industry Papers20 citations
  66. A Dynamic Speaker Model for Conversational Interactions ↗Hao Cheng, Hao Fang, Mari Ostendorf20 citations
  67. Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation ↗Xing Niu, Weijia Xu, Marine Carpuat20 citations
  68. Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring ↗Zhengyuan Liu, Hazel Lim, Nur Farah Ain Suhaimi et al. · Human Language Technologies, Volume 2 (Industry Papers20 citations
  69. Neural Text Generation from Rich Semantic Representations ↗Valerie Hajdik, Jan Buys, Michael Wayne Goodman et al.20 citations
  70. Simple Question Answering with Subgraph Ranking and Joint-Scoring ↗Wenbo Zhao, Tagyoung Chung, Anuj Goyal et al.20 citations
  71. A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification ↗Ziqian Zeng, Wenxuan Zhou, Xin Liu et al.19 citations
  72. CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog ↗Satwik Kottur, José M. F. Moura, Devi Parikh et al.19 citations
  73. Exploiting Noisy Data in Distant Supervision Relation Classification ↗Kaijia Yang, Liang He, Xin-yu Dai et al.19 citations
  74. Fake News Detection using Deep Markov Random Fields ↗Duc Minh Nguyen, Tien Huu Do, Robert Calderbank et al.19 citations
  75. Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation ↗Wei-Jen Ko, Greg Durrett, Junyi Jessy Li19 citations
  76. Multilingual Entity, Relation, Event and Human Value Extraction ↗Manling Li, Ying Lin, Joseph Hoover et al.19 citations
  77. Neural Constituency Parsing of Speech Transcripts ↗Paria Jamshid Lou, Yufei Wang, Mark Johnson19 citations
  78. Open Information Extraction from Question-Answer Pairs ↗Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan et al.19 citations
  79. Towards Content Transfer through Grounded Text Generation ↗Shrimai Prabhumoye, Chris Quirk, Michel Galley19 citations
  80. A Crowdsourced Frame Disambiguation Corpus with Ambiguity ↗Anca Dumitrache, Lora Aroyo, Chris Welty18 citations
  81. A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction ↗Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha et al.18 citations
  82. Detecting cognitive impairments by agreeing on interpretations of linguistic features ↗Zining Zhu, Jekaterina Novikova, Frank Rudzicz18 citations
  83. Measuring the perceptual availability of phonological features during language acquisition using unsupervised binary stochastic autoencoders ↗Cory Shain, Micha Elsner18 citations
  84. Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce ↗Jianguo Zhang, Pengcheng Zou, Zhao Li et al. · Human Language Technologies, Volume 2 (Industry Papers18 citations
  85. Ranking-Based Autoencoder for Extreme Multi-label Classification ↗Bingyu Wang, Li Chen, Wei Sun et al.18 citations
  86. Aligning Vector-spaces with Noisy Supervised Lexicon ↗Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg17 citations
  87. Document-Level Event Factuality Identification via Adversarial Neural Network ↗Zhong Qian, Peifeng Li, Qiaoming Zhu et al.17 citations
  88. Learning to Decipher Hate Symbols ↗Jing Qian, Mai ElSherief, Elizabeth Belding et al.17 citations
  89. Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN ↗Van-Hien Tran, Van-Thuy Phi, Hiroyuki Shindo et al.17 citations
  90. SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling ↗Peng Lu, Ting Bai, Philippe Langlais17 citations
  91. VCWE: Visual Character-Enhanced Word Embeddings ↗Chi Sun, Xipeng Qiu, Xuanjing Huang17 citations
  92. A Study of Incorrect Paraphrases in Crowdsourced User Utterances ↗Mohammad-Ali Yaghoub-Zadeh-Fard, Boualem Benatallah, Moshe Chai Barukh et al.16 citations
  93. Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition ↗Shima Asaadi, Saif Mohammad, Svetlana Kiritchenko16 citations
  94. Diversifying Reply Suggestions Using a Matching-Conditional Variational Autoencoder ↗Budhaditya Deb, Peter Bailey, Milad Shokouhi · Human Language Technologies, Volume 2 (Industry Papers16 citations
  95. Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling ↗Meishan Zhang, Peili Liang, Guohong Fu16 citations
  96. Factorising AMR generation through syntaxKris Cao, Stephen Clark16 citations · our summary
  97. Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision ↗Yanlin Feng, Xiaojun Wan16 citations
  98. Multi-Level Memory for Task Oriented Dialogs ↗Revanth Gangi Reddy, Danish Contractor, Dinesh Raghu et al.16 citations
  99. On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping ↗Mohammad Taher Pilehvar16 citations
  100. Pre-training on high-resource speech recognition improves low-resource speech-to-text translationSameer Bansal, Herman Kamper, Karen Livescu et al.16 citations · our summary

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