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ACL 2020: all accepted papers

871 papers · page 6 of 9 · the most cited first · ← ACL 2020

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  1. The TechQA Dataset ↗Vittorio Castelli, Rishav Chakravarti, Saswati Dana et al.28 citations
  2. The Unstoppable Rise of Computational Linguistics in Deep Learning ↗James Henderson28 citations
  3. AMR Parsing with Latent Structural Information ↗Qiji Zhou, Yue Zhang, Donghong Ji et al.27 citations
  4. Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction ↗Samuel Broscheit, Kiril Gashteovski, Yanjie Wang et al.27 citations
  5. Content Word Aware Neural Machine Translation ↗Kehai Chen, Rui Wang, Masao Utiyama et al.27 citations
  6. Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer ↗Chulun Zhou, Liangyu Chen, Jiachen Liu et al.27 citations
  7. Improving Neural Machine Translation with Soft Template Prediction ↗Jian Yang, Shuming Ma, Dongdong Zhang et al.27 citations
  8. Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ↗Yinpei Dai, Hangyu Li, Chengguang Tang et al.27 citations
  9. Meta-Reinforced Multi-Domain State Generator for Dialogue Systems ↗Yi Huang, Junlan Feng, Min Hu et al.27 citations
  10. Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain Mixing ↗Haoming Jiang, Chen Liang, Chong Wang et al.27 citations
  11. Multiscale Collaborative Deep Models for Neural Machine Translation ↗Xiangpeng Wei, Heng Yu, Yue Hu et al.27 citations
  12. Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ↗Chao Shang, Sarthak Dash, Md. Faisal Mahbub Chowdhury et al.27 citations
  13. (Re)construing Meaning in NLP ↗Sean Trott, Tiago Timponi Torrent, Nancy Chang et al.26 citations
  14. A Mixture of h - 1 Heads is Better than h Heads ↗Hao Peng, Roy Schwartz, Dianqi Li et al.26 citations
  15. Analyzing Political Parody in Social Media ↗Antonis Maronikolakis, Danae Sánchez Villegas, Daniel Preotiuc-Pietro et al.26 citations
  16. Autoencoding Keyword Correlation Graph for Document Clustering ↗Billy Chiu, Sunil Kumar Sahu, Derek Thomas et al.26 citations
  17. Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection ↗Lei Zhong, Juan Cao, Qiang Sheng et al.26 citations
  18. Language (Re)modelling: Towards Embodied Language Understanding ↗Ronen Tamari, Chen Shani, Tom Hope et al.26 citations
  19. Modeling Label Semantics for Predicting Emotional Reactions ↗Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan et al.26 citations
  20. Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order ↗Yi Liao, Xin Jiang, Qun Liu26 citations
  21. Towards Understanding Gender Bias in Relation Extraction ↗Andrew Gaut, Tony Sun, Shirlyn Tang et al.26 citations
  22. Video-Grounded Dialogues with Pretrained Generation Language Models ↗Hung Le, Steven C.H. Hoi26 citations
  23. schuBERT: Optimizing Elements of BERT ↗Ashish Khetan, Zohar Karnin26 citations
  24. A Generative Model for Joint Natural Language Understanding and Generation ↗Bo-Hsiang Tseng, Jianpeng Cheng, Yimai Fang et al.25 citations
  25. Benefits of Intermediate Annotations in Reading Comprehension ↗Dheeru Dua, Sameer Singh, Matt Gardner25 citations
  26. Character-Level Translation with Self-attention ↗Yingqiang Gao, Nikola I. Nikolov, Yuhuang Hu et al.25 citations
  27. Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes ↗Pengfei Cao, Chenwei Yan, Xiangling Fu et al. · System Demonstrations25 citations
  28. Do Transformers Need Deep Long-Range Memory? ↗Jack Rae, Ali Razavi25 citations
  29. Enhancing Pre-trained Chinese Character Representation with Word-aligned Attention ↗Yanzeng Li, Bowen Yu, Xue Mengge et al.25 citations
  30. Evaluating Explanation Methods for Neural Machine Translation ↗Jierui Li, Lemao Liu, Huayang Li et al.25 citations
  31. Grounding Conversations with Improvised Dialogues ↗Hyundong Cho, Jonathan May25 citations
  32. In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts ↗Ruben Kruiper, Julian Vincent, Jessica Chen-Burger et al.25 citations
  33. Learning to Segment Actions from Observation and Narration ↗Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom et al.25 citations
  34. Parallel Corpus Filtering via Pre-trained Language Models ↗Boliang Zhang, Ajay Nagesh, Kevin Knight25 citations
  35. Should All Cross-Lingual Embeddings Speak English? ↗Antonios Anastasopoulos, Graham Neubig25 citations
  36. Target Inference in Argument Conclusion Generation ↗Milad Alshomary, Shahbaz Syed, Martin Potthast et al.25 citations
  37. Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering ↗Changmao Li, Jinho D. Choi25 citations
  38. What's The Latest? A Question-driven News Chatbot ↗Philippe Laban, John Canny, Marti A. Hearst · System Demonstrations25 citations
  39. When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ↗Kenneth Joseph, Jonathan Morgan25 citations
  40. Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation ↗Weixin Liang, James Zou, Zhou Yu24 citations
  41. Detecting Perceived Emotions in Hurricane Disasters ↗Shrey Desai, Cornelia Caragea, Junyi Jessy Li24 citations
  42. Dialogue Coherence Assessment Without Explicit Dialogue Act LabelsMohsen Mesgar, Sebastian Bücker, Iryna Gurevych24 citations · our summary
  43. Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ↗Kervy Rivas Rojas, Gina Bustamante, Arturo Oncevay et al.24 citations
  44. Examining Citations of Natural Language Processing Literature ↗Saif M. Mohammad24 citations
  45. Harnessing the linguistic signal to predict scalar inferencesSebastian Schuster, Yuxing Chen, Judith Degen24 citations · our summary
  46. Learning to Ask More: Semi-Autoregressive Sequential Question Generation under Dual-Graph Interaction ↗Zi Chai, Xiaojun Wan24 citations
  47. MMPE: A Multi-Modal Interface for Post-Editing Machine Translation ↗Nico Herbig, Tim Düwel, Santanu Pal et al.24 citations
  48. Media Bias, the Social Sciences, and NLP: Automating Frame Analyses to Identify Bias by Word Choice and Labeling ↗Felix Hamborg · Student Research Workshop24 citations
  49. Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation ↗Zhiliang Tian, Wei Bi, Dongkyu Lee et al.24 citations
  50. Stolen Probability: A Structural Weakness of Neural Language Models ↗David Demeter, Gregory Kimmel, Doug Downey24 citations
  51. Unsupervised Morphological Paradigm Completion ↗Huiming Jin, Liwei Cai, Yihui Peng et al.24 citations
  52. Composing Elementary Discourse Units in Abstractive Summarization ↗Zhenwen Li, Wenhao Wu, Sujian Li23 citations
  53. Crossing Variational Autoencoders for Answer Retrieval ↗Wenhao Yu, Lingfei Wu, Qingkai Zeng et al.23 citations
  54. Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge ↗Keqing He, Yuanmeng Yan, Weiran Xu23 citations
  55. Modeling Code-Switch Languages Using Bilingual Parallel Corpus ↗Grandee Lee, Haizhou Li23 citations
  56. Stimulating Creativity with FunLines: A Case Study of Humor Generation in Headlines ↗Nabil Hossain, John Krumm, Tanvir Sajed et al. · System Demonstrations23 citations
  57. The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ↗Mostafa Abdou, Vinit Ravishankar, Maria Barrett et al.23 citations
  58. To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ↗Sinong Wang, Madian Khabsa, Hao Ma23 citations
  59. Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints ↗Zhenyi Wang, Xiaoyang Wang, Bang An et al.23 citations
  60. Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time ↗Benjamin Nye, Ani Nenkova, Iain Marshall et al. · System Demonstrations23 citations
  61. Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ↗Arya D. McCarthy, Xian Li, Jiatao Gu et al.22 citations
  62. Calibrating Structured Output Predictors for Natural Language Processing ↗Abhyuday Jagannatha, Hong Yu22 citations
  63. Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations ↗Toby Jia-Jun Li, Tom Mitchell, Brad A. Myers · System Demonstrations22 citations
  64. Knowledge Graph Embedding Compression ↗Mrinmaya Sachan22 citations
  65. Learning Dialog Policies from Weak Demonstrations ↗Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen22 citations
  66. Learning to execute instructions in a Minecraft dialogue ↗Prashant Jayannavar, Anjali Narayan-Chen, Julia Hockenmaier22 citations
  67. Modeling Long Context for Task-Oriented Dialogue State Generation ↗Jun Quan, Deyi Xiong22 citations
  68. OpusFilter: A Configurable Parallel Corpus Filtering Toolbox ↗Mikko Aulamo, Sami Virpioja, Jörg Tiedemann · System Demonstrations22 citations
  69. ScriptWriter: Narrative-Guided Script Generation ↗Yutao Zhu, Ruihua Song, Zhicheng Dou et al.22 citations
  70. Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture ↗Christopher Brix, Parnia Bahar, Hermann Ney22 citations
  71. Toward Gender-Inclusive Coreference ResolutionYang Trista Cao, Hal Daumé III22 citations · our summary
  72. Verbal Multiword Expressions for Identification of Metaphor ↗Omid Rohanian, Marek Rei, Shiva Taslimipoor et al.22 citations
  73. A Relational Memory-based Embedding Model for Triple Classification and Search Personalization ↗Dai Quoc Nguyen, Tu Dinh Nguyen, Dinh Phung21 citations
  74. Active Learning for Coreference Resolution using Discrete AnnotationBelinda Z. Li, Gabriel Stanovsky, Luke Zettlemoyer21 citations · our summary
  75. CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages ↗Tommaso Pasini, Federico Scozzafava, Bianca Scarlini21 citations
  76. Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ↗Fei Yuan, Linjun Shou, Xuanyu Bai et al.21 citations
  77. Fluent Response Generation for Conversational Question Answering ↗Ashutosh Baheti, Alan Ritter, Kevin Small21 citations
  78. He said “who's gonna take care of your children when you are at ACL?”: Reported Sexist Acts are Not Sexist ↗Patricia Chiril, Véronique Moriceau, Farah Benamara et al.21 citations
  79. Improving Non-autoregressive Neural Machine Translation with Monolingual Data ↗Jiawei Zhou, Phillip Keung21 citations
  80. Integrating Ethics into the NLP Curriculum ↗Emily M. Bender, Dirk Hovy, Alexandra Schofield · Tutorial Abstracts21 citations
  81. Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological TaggingNasser Zalmout, Nizar Habash21 citations · our summary
  82. Lipschitz Constrained Parameter Initialization for Deep Transformers ↗Hongfei Xu, Qiuhui Liu, Josef van Genabith et al.21 citations
  83. Predicting Declension Class from Form and Meaning ↗Adina Williams, Tiago Pimentel, Hagen Blix et al.21 citations
  84. Predicting Degrees of Technicality in Automatic Terminology Extraction ↗Anna Hätty, Dominik Schlechtweg, Michael Dorna et al.21 citations
  85. Premise Selection in Natural Language Mathematical Texts ↗Deborah Ferreira, André Freitas21 citations
  86. Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering ↗Hao Cheng, Ming-Wei Chang, Kenton Lee et al.21 citations
  87. Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ↗Ivana Kvapilíková, Mikel Artetxe, Gorka Labaka et al. · Student Research Workshop21 citations
  88. What are the Goals of Distributional Semantics? ↗Guy Emerson21 citations
  89. Adaptive Compression of Word Embeddings ↗Yeachan Kim, Kang-Min Kim, SangKeun Lee20 citations
  90. Are we Estimating or Guesstimating Translation Quality? ↗Shuo Sun, Francisco Guzmán, Lucia Specia20 citations
  91. Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems ↗Swadheen Shukla, Lars Liden, Shahin Shayandeh et al. · System Demonstrations20 citations
  92. Hypernymy Detection for Low-Resource Languages via Meta Learning ↗Changlong Yu, Jialong Han, Haisong Zhang et al.20 citations
  93. Large Scale Multi-Actor Generative Dialog Modeling ↗Alex Boyd, Raul Puri, Mohammad Shoeybi et al.20 citations
  94. Location Attention for Extrapolation to Longer Sequences ↗Yann Dubois, Gautier Dagan, Dieuwke Hupkes et al.20 citations
  95. Measuring Forecasting Skill from Text ↗Shi Zong, Alan Ritter, Eduard Hovy20 citations
  96. Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ↗Alex Rinaldi, Jean Fox Tree, Snigdha Chaturvedi20 citations
  97. Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ↗Nina Poerner, Ulli Waltinger, Hinrich Schütze20 citations
  98. TAG : Type Auxiliary Guiding for Code Comment Generation ↗Ruichu Cai, Zhihao Liang, Boyan Xu et al.20 citations
  99. The Paradigm Discovery Problem ↗Alexander Erdmann, Micha Elsner, Shijie Wu et al.20 citations
  100. Towards Unsupervised Language Understanding and Generation by Joint Dual Learning ↗Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen20 citations

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