---
title: "AACL 2020 — all accepted papers with summaries and citations"
description: "All 123 papers of AACL 2020 · page 1 of 2, the most cited first; those with our summary link to it."
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# AACL 2020: all accepted papers

123 papers · page 1 of 2 · the most cited first · [← AACL 2020](https://md.research.elamur.ai/free/en/venues/aacl/2020/)

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1. **[A Survey of the State of Explainable AI for Natural Language Processing](https://md.research.elamur.ai/free/en/papers/danilevsky-2020-survey-state-explainable-ai-natural/)**Marina Danilevsky, Kun Qian, Ranit Aharonov et al.*203 citations · our summary*
2. **[IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding](https://md.research.elamur.ai/free/en/papers/wilie-2020-indonlu-benchmark-resources-evaluating-indonesian/)**Bryan Wilie, Karissa Vincentio, Genta Indra Winata et al.*181 citations · our summary*
3. **[Fairseq S2T: Fast Speech-to-Text Modeling with Fairseq](https://md.research.elamur.ai/free/en/papers/wang-2020-fairseq-s2t-fast-speech-text/)**Changhan Wang, Yun Tang, Xutai Ma et al. · System Demonstrations*122 citations · our summary*
4. **[More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction ↗](https://aclanthology.org/2020.aacl-main.75/)**Xu Han, Tianyu Gao, Yankai Lin et al.*65 citations*
5. **[Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis ↗](https://aclanthology.org/2020.aacl-main.91/)**João Augusto Leite, Diego Silva, Kalina Bontcheva et al.*61 citations*
6. **[SentiRec: Sentiment Diversity-aware Neural News Recommendation ↗](https://aclanthology.org/2020.aacl-main.6/)**Chuhan Wu, Fangzhao Wu, Tao Qi et al.*38 citations*
7. **[Compressing Pre-trained Language Models by Matrix Decomposition ↗](https://aclanthology.org/2020.aacl-main.88/)**Matan Ben Noach, Yoav Goldberg*35 citations*
8. **[Multimodal Pretraining for Dense Video Captioning ↗](https://aclanthology.org/2020.aacl-main.48/)**Gabriel Huang, Bo Pang, Zhenhai Zhu et al.*34 citations*
9. **[SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation ↗](https://aclanthology.org/2020.aacl-main.58/)**Xutai Ma, Juan Pino, Philipp Koehn*34 citations*
10. **[An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks ↗](https://aclanthology.org/2020.aacl-main.17/)**Kyubyong 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 Memes](https://md.research.elamur.ai/free/en/papers/chauhan-2020-all-one-deep-attentive-multi/)**Dushyant Singh Chauhan, Dhanush S R, Asif Ekbal et al.*29 citations · our summary*
12. **[Liputan6: A Large-scale Indonesian Dataset for Text Summarization ↗](https://aclanthology.org/2020.aacl-main.60/)**Fajri Koto, Jey Han Lau, Timothy Baldwin*29 citations*
13. **[Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition ↗](https://aclanthology.org/2020.aacl-main.30/)**Wenliang Dai, Zihan Liu, Tiezheng Yu et al.*27 citations*
14. **[Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model ↗](https://aclanthology.org/2020.aacl-main.83/)**Satoru Katsumata, Mamoru Komachi*26 citations*
15. **[A Unified Framework for Multilingual and Code-Mixed Visual Question Answering ↗](https://aclanthology.org/2020.aacl-main.90/)**Deepak Gupta, Pabitra Lenka, Asif Ekbal et al.*22 citations*
16. **[Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis ↗](https://aclanthology.org/2020.aacl-main.4/)**Li Yuan, Jin Wang, Liang-Chih Yu et al.*22 citations*
17. **[Investigating Learning Dynamics of BERT Fine-Tuning ↗](https://aclanthology.org/2020.aacl-main.11/)**Yaru Hao, Li Dong, Furu Wei et al.*21 citations*
18. **[English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too](https://md.research.elamur.ai/free/en/papers/phang-2020-english-intermediate-task-training-improves/)**Jason Phang, Iacer Calixto, Phu Mon Htut et al.*16 citations · our summary*
19. **[Grounded PCFG Induction with Images ↗](https://aclanthology.org/2020.aacl-main.42/)**Lifeng Jin, William Schuler*16 citations*
20. **[Improving Context Modeling in Neural Topic Segmentation ↗](https://aclanthology.org/2020.aacl-main.63/)**Linzi Xing, Brad Hackinen, Giuseppe Carenini et al.*16 citations*
21. **[Mixed-Lingual Pre-training for Cross-lingual Summarization ↗](https://aclanthology.org/2020.aacl-main.53/)**Ruochen Xu, Chenguang Zhu, Yu Shi et al.*16 citations*
22. **[Multi-task Learning for Automated Essay Scoring with Sentiment Analysis ↗](https://aclanthology.org/2020.aacl-srw.17/)**Panitan Muangkammuen, Fumiyo Fukumoto · Student Research Workshop*16 citations*
23. **[Towards a Better Understanding of Label Smoothing in Neural Machine Translation ↗](https://aclanthology.org/2020.aacl-main.25/)**Yingbo Gao, Weiyue Wang, Christian Herold et al.*16 citations*
24. **[Systematically Exploring Redundancy Reduction in Summarizing Long Documents ↗](https://aclanthology.org/2020.aacl-main.51/)**Wen Xiao, Giuseppe Carenini*15 citations*
25. **[From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks ↗](https://aclanthology.org/2020.aacl-main.79/)**Steffen Eger, Yannik Benz*14 citations*
26. **[Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game Summarization ↗](https://aclanthology.org/2020.aacl-main.61/)**Kuan-Hao Huang, Chen Li, Kai-Wei Chang*14 citations*
27. **[A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation ↗](https://aclanthology.org/2020.aacl-main.36/)**Moin Nadeem, Tianxing He, Kyunghyun Cho et al.*13 citations*
28. **[AMesure: A Web Platform to Assist the Clear Writing of Administrative Texts ↗](https://aclanthology.org/2020.aacl-demo.1/)**Thomas François, Adeline Müller, Eva Rolin et al. · System Demonstrations*13 citations*
29. **[NLP Tools for Predictive Maintenance Records in MaintNet ↗](https://aclanthology.org/2020.aacl-demo.5/)**Farhad Akhbardeh, Travis Desell, Marcos Zampieri · System Demonstrations*13 citations*
30. **[Cue Me In: Content-Inducing Approaches to Interactive Story Generation ↗](https://aclanthology.org/2020.aacl-main.59/)**Faeze Brahman, Alexandru Petrusca, Snigdha Chaturvedi*12 citations*
31. **[GRUBERT: A GRU-Based Method to Fuse BERT Hidden Layers for Twitter Sentiment Analysis ↗](https://aclanthology.org/2020.aacl-srw.19/)**Leo Horne, Matthias Matti, Pouya Pourjafar et al. · Student Research Workshop*12 citations*
32. **[Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths ↗](https://aclanthology.org/2020.aacl-main.28/)**Haozhe Ji, Pei Ke, Shaohan Huang et al.*12 citations*
33. **[Touch Editing: A Flexible One-Time Interaction Approach for Translation ↗](https://aclanthology.org/2020.aacl-main.1/)**Qian 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 Behaviour ↗](https://aclanthology.org/2020.aacl-main.86/)**Sandeep Mathias, Rudra Murthy, Diptesh Kanojia et al.*11 citations*
35. **[Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads ↗](https://aclanthology.org/2020.aacl-main.43/)**Bowen Li, Taeuk Kim, Reinald Kim Amplayo et al.*11 citations*
36. **[Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor ↗](https://aclanthology.org/2020.aacl-main.3/)**Yudianto Sujana, Jiawen Li, Hung-Yu Kao*11 citations*
37. **[Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation ↗](https://aclanthology.org/2020.aacl-main.26/)**Giulia Rambelli, Emmanuele Chersoni, Alessandro Lenci et al.*10 citations*
38. **[Towards a Standardized Dataset on Indonesian Named Entity Recognition ↗](https://aclanthology.org/2020.aacl-srw.10/)**Siti Oryza Khairunnisa, Aizhan Imankulova, Mamoru Komachi · Student Research Workshop*10 citations*
39. **[Intent Detection with WikiHow ↗](https://aclanthology.org/2020.aacl-main.35/)**Li Zhang, Qing Lyu, Chris Callison-Burch*9 citations*
40. **[Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance ↗](https://aclanthology.org/2020.aacl-main.62/)**Ahmed El-Kishky, Francisco Guzmán*9 citations*
41. **[Recipe Instruction Semantics Corpus (RISeC): Resolving Semantic Structure and Zero Anaphora in Recipes ↗](https://aclanthology.org/2020.aacl-main.82/)**Yiwei Jiang, Klim Zaporojets, Johannes Deleu et al.*9 citations*
42. **[Two-Step Classification using Recasted Data for Low Resource Settings ↗](https://aclanthology.org/2020.aacl-main.71/)**Shagun Uppal, Vivek Gupta, Avinash Swaminathan et al.*9 citations*
43. **[Generating Inflectional Errors for Grammatical Error Correction in Hindi ↗](https://aclanthology.org/2020.aacl-srw.24/)**Ankur Sonawane, Sujeet Kumar Vishwakarma, Bhavana Srivastava et al. · Student Research Workshop*8 citations*
44. **[Learning Goal-oriented Dialogue Policy with opposite Agent Awareness ↗](https://aclanthology.org/2020.aacl-main.16/)**Zheng Zhang, Lizi Liao, Xiaoyan Zhu et al.*8 citations*
45. **[Making a Point: Pointer-Generator Transformers for Disjoint Vocabularies ↗](https://aclanthology.org/2020.aacl-srw.13/)**Nikhil Prabhu, Katharina Kann · Student Research Workshop*8 citations*
46. **[A Review of Cross-Domain Text-to-SQL Models ↗](https://aclanthology.org/2020.aacl-srw.16/)**Yujian Gan, Matthew Purver, John R. Woodward · Student Research Workshop*7 citations*
47. **[An Exploratory Study on Multilingual Quality Estimation ↗](https://aclanthology.org/2020.aacl-main.39/)**Shuo Sun, Marina Fomicheva, Frédéric Blain et al.*7 citations*
48. **[Contextualized End-to-End Neural Entity Linking ↗](https://aclanthology.org/2020.aacl-main.64/)**Haotian Chen, Xi Li, Andrej Zukov Gregoric et al.*7 citations*
49. **[Reconstructing Event Regions for Event Extraction via Graph Attention Networks ↗](https://aclanthology.org/2020.aacl-main.81/)**Pei Chen, Hang Yang, Kang Liu et al.*7 citations*
50. **[BERT-Based Neural Collaborative Filtering and Fixed-Length Contiguous Tokens Explanation ↗](https://aclanthology.org/2020.aacl-main.18/)**Reinald Adrian Pugoy, Hung-Yu Kao*6 citations*
51. **[Chinese Grammatical Correction Using BERT-based Pre-trained Model ↗](https://aclanthology.org/2020.aacl-main.20/)**Hongfei Wang, Michiki Kurosawa, Satoru Katsumata et al.*6 citations*
52. **[Event Coreference Resolution with Non-Local Information ↗](https://aclanthology.org/2020.aacl-main.66/)**Jing Lu, Vincent Ng*6 citations*
53. **[High-order Refining for End-to-end Chinese Semantic Role Labeling ↗](https://aclanthology.org/2020.aacl-main.13/)**Hao Fei, Yafeng Ren, Donghong Ji*6 citations*
54. **[Resource Creation and Evaluation of Aspect Based Sentiment Analysis in Urdu ↗](https://aclanthology.org/2020.aacl-srw.12/)**Sadaf Rani, Muhammad Waqas Anwar · Student Research Workshop*6 citations*
55. **[Transformer-based Approach for Predicting Chemical Compound Structures ↗](https://aclanthology.org/2020.aacl-main.19/)**Yutaro Omote, Kyoumoto Matsushita, Tomoya Iwakura et al.*6 citations*
56. **[A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion ↗](https://aclanthology.org/2020.aacl-main.52/)**Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim et al.*5 citations*
57. **[A Siamese CNN Architecture for Learning Chinese Sentence Similarity ↗](https://aclanthology.org/2020.aacl-srw.4/)**Haoxiang Shi, Cen Wang, Tetsuya Sakai · Student Research Workshop*5 citations*
58. **[ExpanRL: Hierarchical Reinforcement Learning for Course Concept Expansion in MOOCs ↗](https://aclanthology.org/2020.aacl-main.77/)**Jifan Yu, Chenyu Wang, Gan Luo et al.*5 citations*
59. **[Multi-view Classification Model for Knowledge Graph Completion ↗](https://aclanthology.org/2020.aacl-main.73/)**Wenbin Jiang, Mengfei Guo, Yufeng Chen et al.*5 citations*
60. **[Neural Gibbs Sampling for Joint Event Argument Extraction ↗](https://aclanthology.org/2020.aacl-main.21/)**Xiaozhi Wang, Shengyu Jia, Xu Han et al.*5 citations*
61. **[Neural RST-based Evaluation of Discourse Coherence ↗](https://aclanthology.org/2020.aacl-main.67/)**Grigorii Guz, Peyman Bateni, Darius Muglich et al.*5 citations*
62. **[Point-of-Interest Type Inference from Social Media Text ↗](https://aclanthology.org/2020.aacl-main.80/)**Danae Sánchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras*5 citations*
63. **[Predicting and Using Target Length in Neural Machine Translation ↗](https://aclanthology.org/2020.aacl-main.41/)**Zijian 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++ ↗](https://aclanthology.org/2020.aacl-main.57/)**Jack FitzGerald*5 citations*
65. **[Aspect Extraction Using Coreference Resolution and Unsupervised Filtering ↗](https://aclanthology.org/2020.aacl-srw.18/)**Deon Mai, Wei Emma Zhang · Student Research Workshop*4 citations*
66. **[Can Monolingual Pretrained Models Help Cross-Lingual Classification? ↗](https://aclanthology.org/2020.aacl-main.2/)**Zewen Chi, Li Dong, Furu Wei et al.*4 citations*
67. **[Document-Level Neural Machine Translation Using BERT as Context Encoder ↗](https://aclanthology.org/2020.aacl-srw.15/)**Zhiyu Guo, Minh Le Nguyen · Student Research Workshop*4 citations*
68. **[Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding ↗](https://aclanthology.org/2020.aacl-main.34/)**Guokan Shang, Antoine Tixier, Michalis Vazirgiannis et al.*4 citations*
69. **[NLPStatTest: A Toolkit for Comparing NLP System Performance ↗](https://aclanthology.org/2020.aacl-demo.7/)**Haotian Zhu, Denise Mak, Jesse Gioannini et al. · System Demonstrations*4 citations*
70. **[Sina Mandarin Alphabetical Words:A Web-driven Code-mixing Lexical Resource ↗](https://aclanthology.org/2020.aacl-main.84/)**Rong Xiang, Mingyu Wan, Qi Su et al.*4 citations*
71. **[Text Simplification with Reinforcement Learning Using Supervised Rewards on Grammaticality, Meaning Preservation, and Simplicity ↗](https://aclanthology.org/2020.aacl-srw.22/)**Akifumi Nakamachi, Tomoyuki Kajiwara, Yuki Arase · Student Research Workshop*4 citations*
72. **[Analysis of Hierarchical Multi-Content Text Classification Model on B-SHARP Dataset for Early Detection of Alzheimer's Disease ↗](https://aclanthology.org/2020.aacl-main.38/)**Renxuan Albert Li, Ihab Hajjar, Felicia Goldstein et al.*3 citations*
73. **[Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options ↗](https://aclanthology.org/2020.aacl-main.68/)**Clara Vania, Ruijie Chen, Samuel R. Bowman*3 citations*
74. **[Building a Part-of-Speech Tagged Corpus for Drenjongke (Bhutia) ↗](https://aclanthology.org/2020.aacl-srw.9/)**Mana Ashida, Seunghun Lee, Kunzang Namgyal · Student Research Workshop*3 citations*
75. **[Chinese Content Scoring: Open-Access Datasets and Features on Different Segmentation Levels ↗](https://aclanthology.org/2020.aacl-main.37/)**Yuning Ding, Andrea Horbach, Torsten Zesch*3 citations*
76. **[ISA: An Intelligent Shopping Assistant ↗](https://aclanthology.org/2020.aacl-demo.3/)**Tuan Lai, Trung Bui, Nedim Lipka · System Demonstrations*3 citations*
77. **[Identifying Implicit Quotes for Unsupervised Extractive Summarization of Conversations ↗](https://aclanthology.org/2020.aacl-main.32/)**Ryuji Kano, Yasuhide Miura, Tomoki Taniguchi et al.*3 citations*
78. **[MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension ↗](https://aclanthology.org/2020.aacl-main.69/)**Huaishao Luo, Yu Shi, Ming Gong et al.*3 citations*
79. **[Multi-Source Attention for Unsupervised Domain Adaptation ↗](https://aclanthology.org/2020.aacl-main.87/)**Xia Cui, Danushka Bollegala*3 citations*
80. **[Named Entity Recognition in Multi-level Contexts ↗](https://aclanthology.org/2020.aacl-main.22/)**Yubo Chen, Chuhan Wu, Tao Qi et al.*3 citations*
81. **[Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs ↗](https://aclanthology.org/2020.aacl-main.76/)**Haiyang Zhang, Alison Sneyd, Mark Stevenson*3 citations*
82. **[Systematic Generalization on gSCAN with Language Conditioned Embedding ↗](https://aclanthology.org/2020.aacl-main.49/)**Tong Gao, Qi Huang, Raymond Mooney*3 citations*
83. **[Unsupervised Aspect-Level Sentiment Controllable Style Transfer ↗](https://aclanthology.org/2020.aacl-main.33/)**Mukuntha Narayanan Sundararaman, Zishan Ahmad, Asif Ekbal et al.*3 citations*
84. **[Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning ↗](https://aclanthology.org/2020.aacl-main.29/)**Zihao Fu, Bei Shi, Lidong Bing et al.*3 citations*
85. **[A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation ↗](https://aclanthology.org/2020.aacl-main.23/)**Yun Chen, Liangyou Li, Xin Jiang et al.*2 citations*
86. **[Answering Product-related Questions with Heterogeneous Information ↗](https://aclanthology.org/2020.aacl-main.70/)**Wenxuan Zhang, Qian Yu, Wai Lam*2 citations*
87. **[Are Scene Graphs Good Enough to Improve Image Captioning? ↗](https://aclanthology.org/2020.aacl-main.50/)**Victor Milewski, Marie-Francine Moens, Iacer Calixto*2 citations*
88. **[Building Location Embeddings from Physical Trajectories and Textual Representations ↗](https://aclanthology.org/2020.aacl-main.44/)**Laura Biester, Carmen Banea, Rada Mihalcea*2 citations*
89. **[English-to-Chinese Transliteration with Phonetic Auxiliary Task ↗](https://aclanthology.org/2020.aacl-main.40/)**Yuan He, Shay B. Cohen*2 citations*
90. **[Knowledge-Enhanced Named Entity Disambiguation for Short Text ↗](https://aclanthology.org/2020.aacl-main.74/)**Zhifan Feng, Qi Wang, Wenbin Jiang et al.*2 citations*
91. **[Lightweight Text Classifier using Sinusoidal Positional Encoding ↗](https://aclanthology.org/2020.aacl-main.8/)**Byoung-Doo Oh, Yu-Seop Kim*2 citations*
92. **[MRC Examples Answerable by BERT without a Question Are Less Effective in MRC Model Training ↗](https://aclanthology.org/2020.aacl-srw.21/)**Hongyu Li, Tengyang Chen, Shuting Bai et al. · Student Research Workshop*2 citations*
93. **[Measuring What Counts: The Case of Rumour Stance Classification ↗](https://aclanthology.org/2020.aacl-main.92/)**Carolina Scarton, Diego Silva, Kalina Bontcheva*2 citations*
94. **[Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation ↗](https://aclanthology.org/2020.aacl-main.54/)**Yifei Yuan, Jingbo Zhou, Wai Lam*2 citations*
95. **[Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training ↗](https://aclanthology.org/2020.aacl-main.12/)**Xinyu Wang, Kewei Tu*2 citations*
96. **[Towards Code-switched Classification Exploiting Constituent Language Resources ↗](https://aclanthology.org/2020.aacl-srw.6/)**Kartikey Pant, Tanvi Dadu · Student Research Workshop*2 citations*
97. **[Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation ↗](https://aclanthology.org/2020.aacl-main.9/)**Bowen Wu, Huan Zhang, MengYuan Li et al.*2 citations*
98. **[UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database ↗](https://aclanthology.org/2020.aacl-main.24/)**Canwen Xu, Tao Ge, Chenliang Li et al.*2 citations*
99. **[Vocabulary Matters: A Simple yet Effective Approach to Paragraph-level Question Generation ↗](https://aclanthology.org/2020.aacl-main.78/)**Vishwajeet Kumar, Manish Joshi, Ganesh Ramakrishnan et al.*2 citations*
100. **[A Simple Text-based Relevant Location Prediction Method using Knowledge Base ↗](https://aclanthology.org/2020.aacl-main.15/)**Mei Sasaki, Shumpei Okura, Shingo Ono*1 citation*

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