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AACL 2020: all accepted papers

123 papers · page 1 of 2 · the most cited first · ← AACL 2020

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  1. A Survey of the State of Explainable AI for Natural Language ProcessingMarina Danilevsky, Kun Qian, Ranit Aharonov et al.203 citations · our summary
  2. IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingBryan Wilie, Karissa Vincentio, Genta Indra Winata et al.181 citations · our summary
  3. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma et al. · System Demonstrations122 citations · our summary
  4. More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation ExtractionXu Han, Tianyu Gao, Yankai Lin et al.65 citations
  5. Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual AnalysisJoão Augusto Leite, Diego Silva, Kalina Bontcheva et al.61 citations
  6. SentiRec: Sentiment Diversity-aware Neural News RecommendationChuhan Wu, Fangzhao Wu, Tao Qi et al.38 citations
  7. Compressing Pre-trained Language Models by Matrix DecompositionMatan Ben Noach, Yoav Goldberg35 citations
  8. Multimodal Pretraining for Dense Video CaptioningGabriel Huang, Bo Pang, Zhenhai Zhu et al.34 citations
  9. SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech TranslationXutai Ma, Juan Pino, Philipp Koehn34 citations
  10. An Empirical Study of Tokenization Strategies for Various Korean NLP TasksKyubyong Park, Joohong Lee, Seongbo Jang et al.31 citations
  11. All-in-One: A Deep Attentive Multi-task Learning Framework for Humour, Sarcasm, Offensive, Motivation, and Sentiment on MemesDushyant Singh Chauhan, Dhanush S R, Asif Ekbal et al.29 citations · our summary
  12. Liputan6: A Large-scale Indonesian Dataset for Text SummarizationFajri Koto, Jey Han Lau, Timothy Baldwin29 citations
  13. Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion RecognitionWenliang Dai, Zihan Liu, Tiezheng Yu et al.27 citations
  14. Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder ModelSatoru Katsumata, Mamoru Komachi26 citations
  15. A Unified Framework for Multilingual and Code-Mixed Visual Question AnsweringDeepak Gupta, Pabitra Lenka, Asif Ekbal et al.22 citations
  16. Graph Attention Network with Memory Fusion for Aspect-level Sentiment AnalysisLi Yuan, Jin Wang, Liang-Chih Yu et al.22 citations
  17. Investigating Learning Dynamics of BERT Fine-TuningYaru Hao, Li Dong, Furu Wei et al.21 citations
  18. English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer TooJason Phang, Iacer Calixto, Phu Mon Htut et al.16 citations · our summary
  19. Grounded PCFG Induction with ImagesLifeng Jin, William Schuler16 citations
  20. Improving Context Modeling in Neural Topic SegmentationLinzi Xing, Brad Hackinen, Giuseppe Carenini et al.16 citations
  21. Mixed-Lingual Pre-training for Cross-lingual SummarizationRuochen Xu, Chenguang Zhu, Yu Shi et al.16 citations
  22. Multi-task Learning for Automated Essay Scoring with Sentiment AnalysisPanitan Muangkammuen, Fumiyo Fukumoto · Student Research Workshop16 citations
  23. Towards a Better Understanding of Label Smoothing in Neural Machine TranslationYingbo Gao, Weiyue Wang, Christian Herold et al.16 citations
  24. Systematically Exploring Redundancy Reduction in Summarizing Long DocumentsWen Xiao, Giuseppe Carenini15 citations
  25. From Hero to Zéroe: A Benchmark of Low-Level Adversarial AttacksSteffen Eger, Yannik Benz14 citations
  26. Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game SummarizationKuan-Hao Huang, Chen Li, Kai-Wei Chang14 citations
  27. A Systematic Characterization of Sampling Algorithms for Open-ended Language GenerationMoin Nadeem, Tianxing He, Kyunghyun Cho et al.13 citations
  28. AMesure: A Web Platform to Assist the Clear Writing of Administrative TextsThomas François, Adeline Müller, Eva Rolin et al. · System Demonstrations13 citations
  29. NLP Tools for Predictive Maintenance Records in MaintNetFarhad Akhbardeh, Travis Desell, Marcos Zampieri · System Demonstrations13 citations
  30. Cue Me In: Content-Inducing Approaches to Interactive Story GenerationFaeze Brahman, Alexandru Petrusca, Snigdha Chaturvedi12 citations
  31. GRUBERT: A GRU-Based Method to Fuse BERT Hidden Layers for Twitter Sentiment AnalysisLeo Horne, Matthias Matti, Pouya Pourjafar et al. · Student Research Workshop12 citations
  32. Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning PathsHaozhe Ji, Pei Ke, Shaohan Huang et al.12 citations
  33. Touch Editing: A Flexible One-Time Interaction Approach for TranslationQian Wang, Jiajun Zhang, Lemao Liu et al.12 citations
  34. Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze BehaviourSandeep Mathias, Rudra Murthy, Diptesh Kanojia et al.11 citations
  35. Heads-up! Unsupervised Constituency Parsing via Self-Attention HeadsBowen Li, Taeuk Kim, Reinald Kim Amplayo et al.11 citations
  36. Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation FactorYudianto Sujana, Jiawen Li, Hung-Yu Kao11 citations
  37. Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy InterpretationGiulia Rambelli, Emmanuele Chersoni, Alessandro Lenci et al.10 citations
  38. Towards a Standardized Dataset on Indonesian Named Entity RecognitionSiti Oryza Khairunnisa, Aizhan Imankulova, Mamoru Komachi · Student Research Workshop10 citations
  39. Intent Detection with WikiHowLi Zhang, Qing Lyu, Chris Callison-Burch9 citations
  40. Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's DistanceAhmed El-Kishky, Francisco Guzmán9 citations
  41. Recipe Instruction Semantics Corpus (RISeC): Resolving Semantic Structure and Zero Anaphora in RecipesYiwei Jiang, Klim Zaporojets, Johannes Deleu et al.9 citations
  42. Two-Step Classification using Recasted Data for Low Resource SettingsShagun Uppal, Vivek Gupta, Avinash Swaminathan et al.9 citations
  43. Generating Inflectional Errors for Grammatical Error Correction in HindiAnkur Sonawane, Sujeet Kumar Vishwakarma, Bhavana Srivastava et al. · Student Research Workshop8 citations
  44. Learning Goal-oriented Dialogue Policy with opposite Agent AwarenessZheng Zhang, Lizi Liao, Xiaoyan Zhu et al.8 citations
  45. Making a Point: Pointer-Generator Transformers for Disjoint VocabulariesNikhil Prabhu, Katharina Kann · Student Research Workshop8 citations
  46. A Review of Cross-Domain Text-to-SQL ModelsYujian Gan, Matthew Purver, John R. Woodward · Student Research Workshop7 citations
  47. An Exploratory Study on Multilingual Quality EstimationShuo Sun, Marina Fomicheva, Frédéric Blain et al.7 citations
  48. Contextualized End-to-End Neural Entity LinkingHaotian Chen, Xi Li, Andrej Zukov Gregoric et al.7 citations
  49. Reconstructing Event Regions for Event Extraction via Graph Attention NetworksPei Chen, Hang Yang, Kang Liu et al.7 citations
  50. BERT-Based Neural Collaborative Filtering and Fixed-Length Contiguous Tokens ExplanationReinald Adrian Pugoy, Hung-Yu Kao6 citations
  51. Chinese Grammatical Correction Using BERT-based Pre-trained ModelHongfei Wang, Michiki Kurosawa, Satoru Katsumata et al.6 citations
  52. Event Coreference Resolution with Non-Local InformationJing Lu, Vincent Ng6 citations
  53. High-order Refining for End-to-end Chinese Semantic Role LabelingHao Fei, Yafeng Ren, Donghong Ji6 citations
  54. Resource Creation and Evaluation of Aspect Based Sentiment Analysis in UrduSadaf Rani, Muhammad Waqas Anwar · Student Research Workshop6 citations
  55. Transformer-based Approach for Predicting Chemical Compound StructuresYutaro Omote, Kyoumoto Matsushita, Tomoya Iwakura et al.6 citations
  56. A Cascade Approach to Neural Abstractive Summarization with Content Selection and FusionLogan Lebanoff, Franck Dernoncourt, Doo Soon Kim et al.5 citations
  57. A Siamese CNN Architecture for Learning Chinese Sentence SimilarityHaoxiang Shi, Cen Wang, Tetsuya Sakai · Student Research Workshop5 citations
  58. ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCsJifan Yu, Chenyu Wang, Gan Luo et al.5 citations
  59. Multi-view Classification Model for Knowledge Graph CompletionWenbin Jiang, Mengfei Guo, Yufeng Chen et al.5 citations
  60. Neural Gibbs Sampling for Joint Event Argument ExtractionXiaozhi Wang, Shengyu Jia, Xu Han et al.5 citations
  61. Neural RST-based Evaluation of Discourse CoherenceGrigorii Guz, Peyman Bateni, Darius Muglich et al.5 citations
  62. Point-of-Interest Type Inference from Social Media TextDanae Sánchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras5 citations
  63. Predicting and Using Target Length in Neural Machine TranslationZijian Yang, Yingbo Gao, Weiyue Wang et al.5 citations
  64. STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++Jack FitzGerald5 citations
  65. Aspect Extraction Using Coreference Resolution and Unsupervised FilteringDeon Mai, Wei Emma Zhang · Student Research Workshop4 citations
  66. Can Monolingual Pretrained Models Help Cross-Lingual Classification?Zewen Chi, Li Dong, Furu Wei et al.4 citations
  67. Document-Level Neural Machine Translation Using BERT as Context EncoderZhiyu Guo, Minh Le Nguyen · Student Research Workshop4 citations
  68. Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language UnderstandingGuokan Shang, Antoine Tixier, Michalis Vazirgiannis et al.4 citations
  69. NLPStatTest: A Toolkit for Comparing NLP System PerformanceHaotian Zhu, Denise Mak, Jesse Gioannini et al. · System Demonstrations4 citations
  70. Sina Mandarin Alphabetical Words:A Web-driven Code-mixing Lexical ResourceRong Xiang, Mingyu Wan, Qi Su et al.4 citations
  71. Text Simplification with Reinforcement Learning Using Supervised Rewards on Grammaticality, Meaning Preservation, and SimplicityAkifumi Nakamachi, Tomoyuki Kajiwara, Yuki Arase · Student Research Workshop4 citations
  72. Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's DiseaseRenxuan Albert Li, Ihab Hajjar, Felicia Goldstein et al.3 citations
  73. Asking Crowdworkers to Write Entailment Examples: The Best of Bad OptionsClara Vania, Ruijie Chen, Samuel R. Bowman3 citations
  74. Building a Part-of-Speech Tagged Corpus for Drenjongke (Bhutia)Mana Ashida, Seunghun Lee, Kunzang Namgyal · Student Research Workshop3 citations
  75. Chinese Content Scoring: Open-Access Datasets and Features on Different Segmentation LevelsYuning Ding, Andrea Horbach, Torsten Zesch3 citations
  76. ISA: An Intelligent Shopping AssistantTuan Lai, Trung Bui, Nedim Lipka · System Demonstrations3 citations
  77. Identifying Implicit Quotes for Unsupervised Extractive Summarization of ConversationsRyuji Kano, Yasuhide Miura, Tomoki Taniguchi et al.3 citations
  78. MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading ComprehensionHuaishao Luo, Yu Shi, Ming Gong et al.3 citations
  79. Multi-Source Attention for Unsupervised Domain AdaptationXia Cui, Danushka Bollegala3 citations
  80. Named Entity Recognition in Multi-level ContextsYubo Chen, Chuhan Wu, Tao Qi et al.3 citations
  81. Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base PairsHaiyang Zhang, Alison Sneyd, Mark Stevenson3 citations
  82. Systematic Generalization on gSCAN with Language Conditioned EmbeddingTong Gao, Qi Huang, Raymond Mooney3 citations
  83. Unsupervised Aspect-Level Sentiment Controllable Style TransferMukuntha Narayanan Sundararaman, Zishan Ahmad, Asif Ekbal et al.3 citations
  84. Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual LearningZihao Fu, Bei Shi, Lidong Bing et al.3 citations
  85. A General Framework for Adaptation of Neural Machine Translation to Simultaneous TranslationYun Chen, Liangyou Li, Xin Jiang et al.2 citations
  86. Answering Product-related Questions with Heterogeneous InformationWenxuan Zhang, Qian Yu, Wai Lam2 citations
  87. Are Scene Graphs Good Enough to Improve Image Captioning?Victor Milewski, Marie-Francine Moens, Iacer Calixto2 citations
  88. Building Location Embeddings from Physical Trajectories and Textual RepresentationsLaura Biester, Carmen Banea, Rada Mihalcea2 citations
  89. English-to-Chinese Transliteration with Phonetic Auxiliary TaskYuan He, Shay B. Cohen2 citations
  90. Knowledge-Enhanced Named Entity Disambiguation for Short TextZhifan Feng, Qi Wang, Wenbin Jiang et al.2 citations
  91. Lightweight Text Classifier using Sinusoidal Positional EncodingByoung-Doo Oh, Yu-Seop Kim2 citations
  92. MRC Examples Answerable by BERT without a Question Are Less Effective in MRC Model TrainingHongyu Li, Tengyang Chen, Shuting Bai et al. · Student Research Workshop2 citations
  93. Measuring What Counts: The Case of Rumour Stance ClassificationCarolina Scarton, Diego Silva, Kalina Bontcheva2 citations
  94. Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance CorrelationYifei Yuan, Jingbo Zhou, Wai Lam2 citations
  95. Second-Order Neural Dependency Parsing with Message Passing and End-to-End TrainingXinyu Wang, Kewei Tu2 citations
  96. Towards Code-switched Classification Exploiting Constituent Language ResourcesKartikey Pant, Tanvi Dadu · Student Research Workshop2 citations
  97. Towards Non-task-specific Distillation of BERT via Sentence Representation ApproximationBowen Wu, Huan Zhang, MengYuan Li et al.2 citations
  98. UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan DatabaseCanwen Xu, Tao Ge, Chenliang Li et al.2 citations
  99. Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question GenerationVishwajeet Kumar, Manish Joshi, Ganesh Ramakrishnan et al.2 citations
  100. A Simple Text-based Relevant Location Prediction Method using Knowledge BaseMei Sasaki, Shumpei Okura, Shingo Ono1 citation

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