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title: "ACL 2020 — all accepted papers, page 3 — the most cited first"
description: "All 871 papers of ACL 2020 · page 3 of 9, the most cited first; those with our summary link to it."
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# ACL 2020: all accepted papers

871 papers · page 3 of 9 · the most cited first · [← ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/)

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201. **[Improving Image Captioning with Better Use of Caption ↗](https://aclanthology.org/2020.acl-main.664/)**Zhan Shi, Xu Zhou, Xipeng Qiu et al.*89 citations*
202. **[Bipartite Flat-Graph Network for Nested Named Entity Recognition ↗](https://aclanthology.org/2020.acl-main.571/)**Ying Luo, Hai Zhao*88 citations*
203. **[Image-Chat: Engaging Grounded Conversations ↗](https://aclanthology.org/2020.acl-main.219/)**Kurt Shuster, Samuel Humeau, Antoine Bordes et al.*88 citations*
204. **[Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation ↗](https://aclanthology.org/2020.acl-main.516/)**Haoyu Song, Yan Wang, Wei-Nan Zhang et al.*87 citations*
205. **[Robust Encodings: A Framework for Combating Adversarial Typos ↗](https://aclanthology.org/2020.acl-main.245/)**Erik Jones, Robin Jia, Aditi Raghunathan et al.*87 citations*
206. **[A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ↗](https://aclanthology.org/2020.acl-main.120/)**Demian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham et al.*85 citations*
207. **[CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ↗](https://aclanthology.org/2020.acl-main.52/)**Lei Shen, Yang Feng*85 citations*
208. **[Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection ↗](https://aclanthology.org/2020.acl-main.494/)**Hanjie Chen, Guangtao Zheng, Yangfeng Ji*85 citations*
209. **[One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases ↗](https://aclanthology.org/2020.acl-main.710/)**Xingdi Yuan, Tong Wang, Rui Meng et al.*85 citations*
210. **[Towards Transparent and Explainable Attention Models ↗](https://aclanthology.org/2020.acl-main.387/)**Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan et al.*85 citations*
211. **[Dynamic Memory Induction Networks for Few-Shot Text Classification ↗](https://aclanthology.org/2020.acl-main.102/)**Ruiying Geng, Binhua Li, Yongbin Li et al.*84 citations*
212. **[Generating Counter Narratives against Online Hate Speech: Data and Strategies](https://md.research.elamur.ai/free/en/papers/tekiroglu-2020-generating-counter-narratives-against-online/)**Serra Sinem Tekiroğlu, Yi-Ling Chung, Marco Guerini*84 citations · our summary*
213. **[It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations](https://md.research.elamur.ai/free/en/papers/tan-2020-it-s-morphin-time-combating/)**Samson Tan, Shafiq Joty, Min-Yen Kan et al.*84 citations · our summary*
214. **[Bridging the Structural Gap Between Encoding and Decoding for Data-To-Text Generation ↗](https://aclanthology.org/2020.acl-main.224/)**Chao Zhao, Marilyn Walker, Snigdha Chaturvedi*83 citations*
215. **[SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions ↗](https://aclanthology.org/2020.acl-main.317/)**Mao Ye, Chengyue Gong, Qiang Liu*83 citations*
216. **[Contextual Embeddings: When Are They Worth It? ↗](https://aclanthology.org/2020.acl-main.236/)**Simran Arora, Avner May, Jian Zhang et al.*81 citations*
217. **[On The Evaluation of Machine Translation Systems Trained With Back-Translation](https://md.research.elamur.ai/free/en/papers/edunov-2020-evaluation-machine-translation-systems-trained/)**Sergey Edunov, Myle Ott, Marc'Aurelio Ranzato et al.*81 citations · our summary*
218. **[Paraphrase Augmented Task-Oriented Dialog Generation ↗](https://aclanthology.org/2020.acl-main.60/)**Silin Gao, Yichi Zhang, Zhijian Ou et al.*80 citations*
219. **[Predicting the Topical Stance and Political Leaning of Media using Tweets ↗](https://aclanthology.org/2020.acl-main.50/)**Peter Stefanov, Kareem Darwish, Atanas Atanasov et al.*80 citations*
220. **[Semantic Graphs for Generating Deep Questions](https://md.research.elamur.ai/free/en/papers/pan-2020-semantic-graphs-generating-deep-questions/)**Liangming Pan, Yuxi Xie, Yansong Feng et al.*80 citations · our summary*
221. **[TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition ↗](https://aclanthology.org/2020.acl-main.752/)**Bill Yuchen Lin, Dong-Ho Lee, Ming Shen et al.*79 citations*
222. **[A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages](https://md.research.elamur.ai/free/en/papers/suarez-2020-monolingual-approach-contextualized-word-embeddings/)**Pedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot*78 citations · our summary*
223. **[An Effective Transition-based Model for Discontinuous NER ↗](https://aclanthology.org/2020.acl-main.520/)**Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.*78 citations*
224. **[Aligned Dual Channel Graph Convolutional Network for Visual Question Answering ↗](https://aclanthology.org/2020.acl-main.642/)**Qingbao Huang, Jielong Wei, Yi Cai et al.*77 citations*
225. **[From Arguments to Key Points: Towards Automatic Argument Summarization](https://md.research.elamur.ai/free/en/papers/haim-2020-arguments-key-points-automatic-argument/)**Roy Bar-Haim, Lilach Eden, Roni Friedman et al.*77 citations · our summary*
226. **[INFOTABS: Inference on Tables as Semi-structured Data](https://md.research.elamur.ai/free/en/papers/gupta-2020-infotabs-inference-tables-as-semi/)**Vivek Gupta, Maitrey Mehta, Pegah Nokhiz et al.*77 citations · our summary*
227. **[Temporal Common Sense Acquisition with Minimal Supervision ↗](https://aclanthology.org/2020.acl-main.678/)**Ben Zhou, Qiang Ning, Daniel Khashabi et al.*77 citations*
228. **[IMoJIE: Iterative Memory-Based Joint Open Information Extraction ↗](https://aclanthology.org/2020.acl-main.521/)**Keshav Kolluru, Samarth Aggarwal, Vipul Rathore et al.*76 citations*
229. **[Neural Topic Modeling with Bidirectional Adversarial Training ↗](https://aclanthology.org/2020.acl-main.32/)**Rui Wang, Xuemeng Hu, Deyu Zhou et al.*76 citations*
230. **[Uncertainty-Aware Curriculum Learning for Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.620/)**Yikai Zhou, Baosong Yang, Derek F. Wong et al.*76 citations*
231. **[Zero-shot Text Classification via Reinforced Self-training ↗](https://aclanthology.org/2020.acl-main.272/)**Zhiquan Ye, Yuxia Geng, Jiaoyan Chen et al.*76 citations*
232. **[Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition](https://md.research.elamur.ai/free/en/papers/jeretic-2020-are-natural-language-inference-models/)**Paloma Jeretic, Alex Warstadt, Suvrat Bhooshan et al.*75 citations · our summary*
233. **[Balancing Training for Multilingual Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.754/)**Xinyi Wang, Yulia Tsvetkov, Graham Neubig*75 citations*
234. **[GAIA: A Fine-grained Multimedia Knowledge Extraction System ↗](https://aclanthology.org/2020.acl-demos.11/)**Manling Li, Alireza Zareian, Ying Lin et al. · System Demonstrations · 🏆 Best Demonstration Paper*75 citations*
235. **[Mapping Natural Language Instructions to Mobile UI Action Sequences](https://md.research.elamur.ai/free/en/papers/li-2020-mapping-natural-language-instructions-mobile/)**Yang Li, Jiacong He, Xin Zhou et al.*75 citations · our summary*
236. **[Enhancing Machine Translation with Dependency-Aware Self-Attention ↗](https://aclanthology.org/2020.acl-main.147/)**Emanuele Bugliarello, Naoaki Okazaki*74 citations*
237. **[SimulSpeech: End-to-End Simultaneous Speech to Text Translation ↗](https://aclanthology.org/2020.acl-main.350/)**Yi Ren, Jinglin Liu, Xu Tan et al.*74 citations*
238. **[Unsupervised Paraphrasing by Simulated Annealing ↗](https://aclanthology.org/2020.acl-main.28/)**Xianggen Liu, Lili Mou, Fandong Meng et al.*74 citations*
239. **[A Simple and Effective Unified Encoder for Document-Level Machine Translation](https://md.research.elamur.ai/free/en/papers/ma-2020-simple-effective-unified-encoder-document/)**Shuming Ma, Dongdong Zhang, Ming Zhou*73 citations · our summary*
240. **[Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing ↗](https://aclanthology.org/2020.acl-main.742/)**Alane Suhr, Ming-Wei Chang, Peter Shaw et al.*73 citations*
241. **[Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering ↗](https://aclanthology.org/2020.acl-main.413/)**Alexander Fabbri, Patrick Ng, Zhiguo Wang et al.*73 citations*
242. **[The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents ↗](https://aclanthology.org/2020.acl-main.222/)**Kurt Shuster, Da Ju, Stephen Roller et al.*71 citations*
243. **[Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ↗](https://aclanthology.org/2020.acl-main.99/)**Lu Fan, Guangfeng Yan, Qimai Li et al.*71 citations*
244. **[GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ↗](https://aclanthology.org/2020.acl-main.167/)**Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem et al.*70 citations*
245. **[Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention ↗](https://aclanthology.org/2020.acl-main.472/)**Veronica Lynn, Niranjan Balasubramanian, H. Andrew Schwartz*70 citations*
246. **[Improved Natural Language Generation via Loss Truncation](https://md.research.elamur.ai/free/en/papers/kang-2020-improved-natural-language-generation-loss/)**Daniel Kang, Tatsunori B. Hashimoto*70 citations · our summary*
247. **[Towards Emotion-aided Multi-modal Dialogue Act Classification](https://md.research.elamur.ai/free/en/papers/saha-2020-emotion-aided-multi-modal-dialogue/)**Tulika Saha, Aditya Patra, Sriparna Saha et al.*70 citations · our summary*
248. **[Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ↗](https://aclanthology.org/2020.acl-main.12/)**Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi et al.*70 citations*
249. **[Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ↗](https://aclanthology.org/2020.acl-main.338/)**Xiao Chen, Changlong Sun, Jingjing Wang et al.*69 citations*
250. **[Commonsense Reasoning for Natural Language Processing ↗](https://aclanthology.org/2020.acl-tutorials.7/)**Maarten Sap, Vered Shwartz, Antoine Bosselut et al. · Tutorial Abstracts*69 citations*
251. **[The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ↗](https://aclanthology.org/2020.acl-main.116/)**Annemarie Friedrich, Heike Adel, Federico Tomazic et al.*69 citations*
252. **[Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation ↗](https://aclanthology.org/2020.acl-main.333/)**Bo Pang, Erik Nijkamp, Wenjuan Han et al.*69 citations*
253. **[A Batch Normalized Inference Network Keeps the KL Vanishing Away ↗](https://aclanthology.org/2020.acl-main.235/)**Qile Zhu, Wei Bi, Xiaojiang Liu et al.*68 citations*
254. **[ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ↗](https://aclanthology.org/2020.acl-demos.19/)**Qi Zhu, Zheng Zhang, Yan Fang et al. · System Demonstrations*68 citations*
255. **[KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis ↗](https://aclanthology.org/2020.acl-main.292/)**Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy et al.*68 citations*
256. **[OpinionDigest: A Simple Framework for Opinion Summarization ↗](https://aclanthology.org/2020.acl-main.513/)**Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis et al.*67 citations*
257. **[Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ↗](https://aclanthology.org/2020.acl-main.439/)**Dan Iter, Kelvin Guu, Larry Lansing et al.*67 citations*
258. **[Self-Attention Guided Copy Mechanism for Abstractive Summarization ↗](https://aclanthology.org/2020.acl-main.125/)**Song Xu, Haoran Li, Peng Yuan et al.*67 citations*
259. **[Learning to Update Natural Language Comments Based on Code Changes ↗](https://aclanthology.org/2020.acl-main.168/)**Sheena Panthaplackel, Pengyu Nie, Milos Gligoric et al.*66 citations*
260. **[On the Inference Calibration of Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.278/)**Shuo Wang, Zhaopeng Tu, Shuming Shi et al.*66 citations*
261. **[Parallel Data Augmentation for Formality Style Transfer ↗](https://aclanthology.org/2020.acl-main.294/)**Yi Zhang, Tao Ge, Xu Sun*66 citations*
262. **[A Two-Step Approach for Implicit Event Argument Detection ↗](https://aclanthology.org/2020.acl-main.667/)**Zhisong Zhang, Xiang Kong, Zhengzhong Liu et al.*65 citations*
263. **[Boosting Neural Machine Translation with Similar Translations](https://md.research.elamur.ai/free/en/papers/xu-2020-boosting-neural-machine-translation-similar/)**Jitao Xu, Josep Crego, Jean Senellart*65 citations · our summary*
264. **[Improving Disentangled Text Representation Learning with Information-Theoretic Guidance ↗](https://aclanthology.org/2020.acl-main.673/)**Pengyu Cheng, Martin Renqiang Min, Dinghan Shen et al.*65 citations*
265. **[NeuInfer: Knowledge Inference on N-ary Facts ↗](https://aclanthology.org/2020.acl-main.546/)**Saiping Guan, Xiaolong Jin, Jiafeng Guo et al.*65 citations*
266. **[A Reinforced Generation of Adversarial Examples for Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.319/)**Wei Zou, Shujian Huang, Jun Xie et al.*64 citations*
267. **[DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering ↗](https://aclanthology.org/2020.acl-main.411/)**Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian et al.*64 citations*
268. **[Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.322/)**Bei Li, Hui Liu, Ziyang Wang et al.*64 citations*
269. **[Exclusive Hierarchical Decoding for Deep Keyphrase Generation ↗](https://aclanthology.org/2020.acl-main.103/)**Wang Chen, Hou Pong Chan, Piji Li et al.*64 citations*
270. **[Feature Projection for Improved Text Classification ↗](https://aclanthology.org/2020.acl-main.726/)**Qi Qin, Wenpeng Hu, Bing Liu*64 citations*
271. **[Incorporating External Knowledge through Pre-training for Natural Language to Code Generation ↗](https://aclanthology.org/2020.acl-main.538/)**Frank F. Xu, Zhengbao Jiang, Pengcheng Yin et al.*64 citations*
272. **[Learning an Unreferenced Metric for Online Dialogue Evaluation ↗](https://aclanthology.org/2020.acl-main.220/)**Koustuv Sinha, Prasanna Parthasarathi, Jasmine Wang et al.*64 citations*
273. **[Open-Domain Question Answering](https://md.research.elamur.ai/free/en/papers/chen-2020-open-domain-question-answering/)**Danqi Chen, Wen-tau Yih · Tutorial Abstracts*64 citations · our summary*
274. **[Understanding Attention for Text Classification ↗](https://aclanthology.org/2020.acl-main.312/)**Xiaobing Sun, Wei Lu*64 citations*
275. **[Logic-Guided Data Augmentation and Regularization for Consistent Question Answering](https://md.research.elamur.ai/free/en/papers/asai-2020-logic-guided-data-augmentation-regularization/)**Akari Asai, Hannaneh Hajishirzi*63 citations · our summary*
276. **[ReInceptionE: Relation-Aware Inception Network with Joint Local-Global Structural Information for Knowledge Graph Embedding ↗](https://aclanthology.org/2020.acl-main.526/)**Zhiwen Xie, Guangyou Zhou, Jin Liu et al.*63 citations*
277. **[Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ↗](https://aclanthology.org/2020.acl-main.581/)**Qianhui Wu, Zijia Lin, Börje F. Karlsson et al.*63 citations*
278. **[Unsupervised Opinion Summarization with Noising and Denoising ↗](https://aclanthology.org/2020.acl-main.175/)**Reinald Kim Amplayo, Mirella Lapata*63 citations*
279. **[Span Selection Pre-training for Question Answering ↗](https://aclanthology.org/2020.acl-main.247/)**Michael Glass, Alfio Gliozzo, Rishav Chakravarti et al.*62 citations*
280. **[jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models ↗](https://aclanthology.org/2020.acl-demos.15/)**Yada Pruksachatkun, Phil Yeres, Haokun Liu et al. · System Demonstrations*62 citations*
281. **[Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs ↗](https://aclanthology.org/2020.acl-main.20/)**Dong Bok Lee, Seanie Lee, Woo Tae Jeong et al.*61 citations*
282. **[Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning ↗](https://aclanthology.org/2020.acl-main.357/)**Alexandre Tamborrino, Nicola Pellicanò, Baptiste Pannier et al.*61 citations*
283. **[A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ↗](https://aclanthology.org/2020.acl-main.563/)**Yong Shan, Zekang Li, Jinchao Zhang et al.*60 citations*
284. **[Connecting Embeddings for Knowledge Graph Entity Typing ↗](https://aclanthology.org/2020.acl-main.572/)**Yu Zhao, Anxiang Zhang, Ruobing Xie et al.*60 citations*
285. **[End-to-End Neural Word Alignment Outperforms GIZA++ ↗](https://aclanthology.org/2020.acl-main.146/)**Thomas Zenkel, Joern Wuebker, John DeNero*60 citations*
286. **[Multi-Cell Compositional LSTM for NER Domain Adaptation ↗](https://aclanthology.org/2020.acl-main.524/)**Chen Jia, Yue Zhang*60 citations*
287. **[SyntaxGym: An Online Platform for Targeted Evaluation of Language Models](https://md.research.elamur.ai/free/en/papers/gauthier-2020-syntaxgym-online-platform-targeted-evaluation/)**Jon Gauthier, Jennifer Hu, Ethan Wilcox et al. · System Demonstrations*60 citations · our summary*
288. **[Automated Evaluation of Writing – 50 Years and Counting ↗](https://aclanthology.org/2020.acl-main.697/)**Beata Beigman Klebanov, Nitin Madnani*59 citations*
289. **[BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ↗](https://aclanthology.org/2020.acl-main.229/)**Wang Zhu, Hexiang Hu, Jiacheng Chen et al.*59 citations*
290. **[Improving Transformer Models by Reordering their Sublayers ↗](https://aclanthology.org/2020.acl-main.270/)**Ofir Press, Noah A. Smith, Omer Levy*59 citations*
291. **[What Was Written vs. Who Read It: News Media Profiling Using Text Analysis and Social Media Context ↗](https://aclanthology.org/2020.acl-main.308/)**Ramy Baly, Georgi Karadzhov, Jisun An et al.*59 citations*
292. **[DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification ↗](https://aclanthology.org/2020.acl-main.97/)**Lianwei Wu, Yuan Rao, Yongqiang Zhao et al.*58 citations*
293. **[Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ↗](https://aclanthology.org/2020.acl-main.260/)**Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini et al.*58 citations*
294. **[History for Visual Dialog: Do we really need it? ↗](https://aclanthology.org/2020.acl-main.728/)**Shubham Agarwal, Trung Bui, Joon-Young Lee et al.*58 citations*
295. **[Improved Speech Representations with Multi-Target Autoregressive Predictive Coding ↗](https://aclanthology.org/2020.acl-main.213/)**Yu-An Chung, James Glass*58 citations*
296. **[Iterative Edit-Based Unsupervised Sentence Simplification ↗](https://aclanthology.org/2020.acl-main.707/)**Dhruv Kumar, Lili Mou, Lukasz Golab et al.*58 citations*
297. **[KLEJ: Comprehensive Benchmark for Polish Language Understanding ↗](https://aclanthology.org/2020.acl-main.111/)**Piotr Rybak, Robert Mroczkowski, Janusz Tracz et al.*58 citations*
298. **[Prta: A System to Support the Analysis of Propaganda Techniques in the News ↗](https://aclanthology.org/2020.acl-demos.32/)**Giovanni Da San Martino, Shaden Shaar, Yifan Zhang et al. · System Demonstrations · 🏆 Honorable Mention for Best Demonstration Paper*58 citations*
299. **[Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ↗](https://aclanthology.org/2020.acl-main.51/)**Hila Gonen, Ganesh Jawahar, Djamé Seddah et al.*58 citations*
300. **[Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization ↗](https://aclanthology.org/2020.acl-main.307/)**Xin Du, Kumiko Tanaka-Ishii*58 citations*

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