---
title: "ACL 2020 — all accepted papers, page 4 — the most cited first"
description: "All 871 papers of ACL 2020 · page 4 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 4 of 9 · the most cited first · [← ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/)

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301. **[To Test Machine Comprehension, Start by Defining Comprehension ↗](https://aclanthology.org/2020.acl-main.701/)**Jesse Dunietz, Greg Burnham, Akash Bharadwaj et al.*58 citations*
302. **[Contrastive Self-Supervised Learning for Commonsense Reasoning ↗](https://aclanthology.org/2020.acl-main.671/)**Tassilo Klein, Moin Nabi*57 citations*
303. **[Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ↗](https://aclanthology.org/2020.acl-main.599/)**Bo Zheng, Haoyang Wen, Yaobo Liang et al.*57 citations*
304. **[Examining the State-of-the-Art in News Timeline Summarization ↗](https://aclanthology.org/2020.acl-main.122/)**Demian Gholipour Ghalandari, Georgiana Ifrim*57 citations*
305. **[Generalizing Natural Language Analysis through Span-relation Representations ↗](https://aclanthology.org/2020.acl-main.192/)**Zhengbao Jiang, Wei Xu, Jun Araki et al.*57 citations*
306. **[Hard-Coded Gaussian Attention for Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.687/)**Weiqiu You, Simeng Sun, Mohit Iyyer*57 citations*
307. **[Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.36/)**Junliang Guo, Linli Xu, Enhong Chen*57 citations*
308. **[RikiNet: Reading Wikipedia Pages for Natural Question Answering ↗](https://aclanthology.org/2020.acl-main.604/)**Dayiheng Liu, Yeyun Gong, Jie Fu et al.*57 citations*
309. **[Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ↗](https://aclanthology.org/2020.acl-main.564/)**Hengyi Cai, Hongshen Chen, Yonghao Song et al.*56 citations*
310. **[Hooks in the Headline: Learning to Generate Headlines with Controlled Styles ↗](https://aclanthology.org/2020.acl-main.456/)**Di Jin, Zhijing Jin, Joey Tianyi Zhou et al.*56 citations*
311. **[Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? ↗](https://aclanthology.org/2020.acl-main.419/)**Cansu Sen, Thomas Hartvigsen, Biao Yin et al.*56 citations*
312. **[Lexically Constrained Neural Machine Translation with Levenshtein Transformer](https://md.research.elamur.ai/free/en/papers/susanto-2020-lexically-constrained-neural-machine-translation/)**Raymond Hendy Susanto, Shamil Chollampatt, Liling Tan*56 citations · our summary*
313. **[Multi-agent Communication meets Natural Language: Synergies between Functional and Structural Language Learning ↗](https://aclanthology.org/2020.acl-main.685/)**Angeliki Lazaridou, Anna Potapenko, Olivier Tieleman*56 citations*
314. **[Returning the N to NLP: Towards Contextually Personalized Classification Models ↗](https://aclanthology.org/2020.acl-main.700/)**Lucie Flek*56 citations*
315. **[TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories ↗](https://aclanthology.org/2020.acl-main.751/)**Giannis Karamanolakis, Jun Ma, Xin Luna Dong*56 citations*
316. **[Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy ↗](https://aclanthology.org/2020.acl-main.6/)**Xiexiong Lin, Weiyu Jian, Jianshan He et al.*55 citations*
317. **[Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback ↗](https://aclanthology.org/2020.acl-main.187/)**Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah*55 citations*
318. **[Torch-Struct: Deep Structured Prediction Library ↗](https://aclanthology.org/2020.acl-demos.38/)**Alexander Rush · System Demonstrations · 🏆 Honorable Mention for Best Demonstration Paper*55 citations*
319. **[A Study of Non-autoregressive Model for Sequence Generation ↗](https://aclanthology.org/2020.acl-main.15/)**Yi Ren, Jinglin Liu, Xu Tan et al.*54 citations*
320. **[Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ↗](https://aclanthology.org/2020.acl-main.380/)**Guanhua Zhang, Bing Bai, Junqi Zhang et al.*54 citations*
321. **[Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ↗](https://aclanthology.org/2020.acl-main.478/)**Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang et al.*54 citations*
322. **[Neural Graph Matching Networks for Chinese Short Text Matching ↗](https://aclanthology.org/2020.acl-main.547/)**Lu Chen, Yanbin Zhao, Boer Lyu et al.*54 citations*
323. **[On the Importance of Diversity in Question Generation for QA ↗](https://aclanthology.org/2020.acl-main.500/)**Md Arafat Sultan, Shubham Chandel, Ramón Fernandez Astudillo et al.*54 citations*
324. **[R\textasciicircum3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/chakrabarty-2020-r-textasciicircum3-reverse-retrieve-rank/)**Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan et al.*54 citations · our summary*
325. **[Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ↗](https://aclanthology.org/2020.acl-main.100/)**Yixin Cao, Ruihao Shui, Liangming Pan et al.*53 citations*
326. **[In Neural Machine Translation, What Does Transfer Learning Transfer? ↗](https://aclanthology.org/2020.acl-main.688/)**Alham Fikri Aji, Nikolay Bogoychev, Kenneth Heafield et al.*53 citations*
327. **[Jointly Learning to Align and Summarize for Neural Cross-Lingual Summarization ↗](https://aclanthology.org/2020.acl-main.554/)**Yue Cao, Hui Liu, Xiaojun Wan*53 citations*
328. **[Negative Training for Neural Dialogue Response Generation ↗](https://aclanthology.org/2020.acl-main.185/)**Tianxing He, James Glass*53 citations*
329. **[A Call for More Rigor in Unsupervised Cross-lingual Learning ↗](https://aclanthology.org/2020.acl-main.658/)**Mikel Artetxe, Sebastian Ruder, Dani Yogatama et al.*52 citations*
330. **[A Formal Hierarchy of RNN Architectures ↗](https://aclanthology.org/2020.acl-main.43/)**William Merrill, Gail Weiss, Yoav Goldberg et al.*52 citations*
331. **[Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ↗](https://aclanthology.org/2020.acl-main.121/)**Junnan Zhu, Yu Zhou, Jiajun Zhang et al.*52 citations*
332. **[Similarity Analysis of Contextual Word Representation Models ↗](https://aclanthology.org/2020.acl-main.422/)**John Wu, Yonatan Belinkov, Hassan Sajjad et al.*52 citations*
333. **[Automatic Poetry Generation from Prosaic Text ↗](https://aclanthology.org/2020.acl-main.223/)**Tim Van de Cruys*50 citations*
334. **[Hierarchical Entity Typing via Multi-level Learning to Rank ↗](https://aclanthology.org/2020.acl-main.749/)**Tongfei Chen, Yunmo Chen, Benjamin Van Durme*50 citations*
335. **[Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/siddhant-2020-leveraging-monolingual-data-self-supervision/)**Aditya Siddhant, Ankur Bapna, Yuan Cao et al.*50 citations · our summary*
336. **[On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ↗](https://aclanthology.org/2020.acl-main.151/)**Wei Zhao, Goran Glavaš, Maxime Peyrard et al.*50 citations*
337. **[The Cascade Transformer: an Application for Efficient Answer Sentence Selection ↗](https://aclanthology.org/2020.acl-main.504/)**Luca Soldaini, Alessandro Moschitti*50 citations*
338. **[Uncertain Natural Language Inference](https://md.research.elamur.ai/free/en/papers/chen-2020-uncertain-natural-language-inference/)**Tongfei Chen, Zhengping Jiang, Adam Poliak et al.*50 citations · our summary*
339. **[A Joint Model for Document Segmentation and Segment Labeling ↗](https://aclanthology.org/2020.acl-main.29/)**Joe Barrow, Rajiv Jain, Vlad Morariu et al.*49 citations*
340. **[A Multi-Perspective Architecture for Semantic Code Search ↗](https://aclanthology.org/2020.acl-main.758/)**Rajarshi Haldar, Lingfei Wu, JinJun Xiong et al.*49 citations*
341. **[Compositionality and Generalization In Emergent Languages ↗](https://aclanthology.org/2020.acl-main.407/)**Rahma Chaabouni, Eugene Kharitonov, Diane Bouchacourt et al.*49 citations*
342. **[Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ↗](https://aclanthology.org/2020.acl-main.735/)**Yuanhe Tian, Yan Song, Xiang Ao et al.*49 citations*
343. **[MIE: A Medical Information Extractor towards Medical Dialogues ↗](https://aclanthology.org/2020.acl-main.576/)**Yuanzhe Zhang, Zhongtao Jiang, Tao Zhang et al.*49 citations*
344. **[Meta-Transfer Learning for Code-Switched Speech Recognition ↗](https://aclanthology.org/2020.acl-main.348/)**Genta Indra Winata, Samuel Cahyawijaya, Zhaojiang Lin et al.*49 citations*
345. **[Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences ↗](https://aclanthology.org/2020.acl-main.143/)**Xiangyu Duan, Baijun Ji, Hao Jia et al.*48 citations*
346. **[Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ↗](https://aclanthology.org/2020.acl-main.166/)**Jun Xu, Haifeng Wang, Zheng-Yu Niu et al.*48 citations*
347. **[Empower Entity Set Expansion via Language Model Probing ↗](https://aclanthology.org/2020.acl-main.725/)**Yunyi Zhang, Jiaming Shen, Jingbo Shang et al.*48 citations*
348. **[Heterogeneous Graph Transformer for Graph-to-Sequence Learning ↗](https://aclanthology.org/2020.acl-main.640/)**Shaowei Yao, Tianming Wang, Xiaojun Wan*48 citations*
349. **[LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ↗](https://aclanthology.org/2020.acl-main.539/)**Wanjun Zhong, Duyu Tang, Zhangyin Feng et al.*48 citations*
350. **[Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation ↗](https://aclanthology.org/2020.acl-main.69/)**Kaustubh Dhole, Christopher D. Manning*48 citations*
351. **[Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering ↗](https://aclanthology.org/2020.acl-main.414/)**Vikas Yadav, Steven Bethard, Mihai Surdeanu*48 citations*
352. **[A Tale of a Probe and a Parser ↗](https://aclanthology.org/2020.acl-main.659/)**Rowan Hall Maudslay, Josef Valvoda, Tiago Pimentel et al.*47 citations*
353. **[A negative case analysis of visual grounding methods for VQA ↗](https://aclanthology.org/2020.acl-main.727/)**Robik Shrestha, Kushal Kafle, Christopher Kanan*47 citations*
354. **[Balancing Objectives in Counseling Conversations: Advancing Forwards or Looking Backwards ↗](https://aclanthology.org/2020.acl-main.470/)**Justine Zhang, Cristian Danescu-Niculescu-Mizil*47 citations*
355. **[DoQA - Accessing Domain-Specific FAQs via Conversational QA ↗](https://aclanthology.org/2020.acl-main.652/)**Jon Ander Campos, Arantxa Otegi, Aitor Soroa et al.*47 citations*
356. **[Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition ↗](https://aclanthology.org/2020.acl-main.59/)**Ryuichi Takanobu, Runze Liang, Minlie Huang*47 citations*
357. **[Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation ↗](https://aclanthology.org/2020.acl-demos.6/)**Federico Scozzafava, Marco Maru, Fabrizio Brignone et al. · System Demonstrations*47 citations*
358. **[Multi-Domain Dialogue Acts and Response Co-Generation](https://md.research.elamur.ai/free/en/papers/wang-2020-multi-domain-dialogue-acts-response/)**Kai Wang, Junfeng Tian, Rui Wang et al.*46 citations · our summary*
359. **[Simultaneous Translation Policies: From Fixed to Adaptive ↗](https://aclanthology.org/2020.acl-main.254/)**Baigong Zheng, Kaibo Liu, Renjie Zheng et al.*46 citations*
360. **[Temporally-Informed Analysis of Named Entity Recognition ↗](https://aclanthology.org/2020.acl-main.680/)**Shruti Rijhwani, Daniel Preotiuc-Pietro*46 citations*
361. **[Cross-modal Coherence Modeling for Caption Generation ↗](https://aclanthology.org/2020.acl-main.583/)**Malihe Alikhani, Piyush Sharma, Shengjie Li et al.*45 citations*
362. **[Rigid Formats Controlled Text Generation ↗](https://aclanthology.org/2020.acl-main.68/)**Piji Li, Haisong Zhang, Xiaojiang Liu et al.*45 citations*
363. **[Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting ↗](https://aclanthology.org/2020.acl-main.731/)**Po-Yao Huang, Junjie Hu, Xiaojun Chang et al.*45 citations*
364. **[Words Aren't Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ↗](https://aclanthology.org/2020.acl-main.586/)**Arjun Akula, Spandana Gella, Yaser Al-Onaizan et al.*45 citations*
365. **[XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ↗](https://aclanthology.org/2020.acl-main.202/)**Subhabrata Mukherjee, Ahmed Hassan Awadallah*45 citations*
366. **[“You Sound Just Like Your Father” Commercial Machine Translation Systems Include Stylistic Biases ↗](https://aclanthology.org/2020.acl-main.154/)**Dirk Hovy, Federico Bianchi, Tommaso Fornaciari*45 citations*
367. **[Improving Image Captioning Evaluation by Considering Inter References Variance ↗](https://aclanthology.org/2020.acl-main.93/)**Yanzhi Yi, Hangyu Deng, Jinglu Hu*44 citations*
368. **[Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ↗](https://aclanthology.org/2020.acl-main.575/)**Hiroki Ouchi, Jun Suzuki, Sosuke Kobayashi et al.*44 citations*
369. **[Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence ↗](https://aclanthology.org/2020.acl-main.641/)**Xiaoyu Shen, Ernie Chang, Hui Su et al.*44 citations*
370. **[Photon: A Robust Cross-Domain Text-to-SQL System ↗](https://aclanthology.org/2020.acl-demos.24/)**Jichuan Zeng, Xi Victoria Lin, Steven C.H. Hoi et al. · System Demonstrations*44 citations*
371. **[ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ↗](https://aclanthology.org/2020.acl-main.721/)**Colin Lockard, Prashant Shiralkar, Xin Luna Dong et al.*44 citations*
372. **[A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization ↗](https://aclanthology.org/2020.acl-main.748/)**Dongfang Xu, Zeyu Zhang, Steven Bethard*43 citations*
373. **[Analyzing the Persuasive Effect of Style in News Editorial Argumentation ↗](https://aclanthology.org/2020.acl-main.287/)**Roxanne El Baff, Henning Wachsmuth, Khalid Al Khatib et al.*43 citations*
374. **[Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell ↗](https://aclanthology.org/2020.acl-main.107/)**Djamé Seddah, Farah Essaidi, Amal Fethi et al.*43 citations*
375. **[Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation ↗](https://aclanthology.org/2020.acl-main.484/)**Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani et al.*43 citations*
376. **[Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing ↗](https://aclanthology.org/2020.acl-main.615/)**Clara Meister, Elizabeth Salesky, Ryan Cotterell*43 citations*
377. **[Interpretability and Analysis in Neural NLP ↗](https://aclanthology.org/2020.acl-tutorials.1/)**Yonatan Belinkov, Sebastian Gehrmann, Ellie Pavlick · Tutorial Abstracts*43 citations*
378. **[Paraphrase Generation by Learning How to Edit from Samples ↗](https://aclanthology.org/2020.acl-main.535/)**Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah*43 citations*
379. **[SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing ↗](https://aclanthology.org/2020.acl-main.567/)**Jiaying Hu, Yan Yang, Chencai Chen et al.*43 citations*
380. **[Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ↗](https://aclanthology.org/2020.acl-main.11/)**Samuel Coope, Tyler Farghly, Daniela Gerz et al.*43 citations*
381. **[Topological Sort for Sentence Ordering ↗](https://aclanthology.org/2020.acl-main.248/)**Shrimai Prabhumoye, Ruslan Salakhutdinov, Alan W Black*43 citations*
382. **[Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ↗](https://aclanthology.org/2020.acl-main.172/)**Sajad Sotudeh Gharebagh, Nazli Goharian, Ross Filice*42 citations*
383. **[Structural Information Preserving for Graph-to-Text Generation ↗](https://aclanthology.org/2020.acl-main.712/)**Linfeng Song, Ante Wang, Jinsong Su et al.*42 citations*
384. **[A Prioritization Model for Suicidality Risk Assessment ↗](https://aclanthology.org/2020.acl-main.723/)**Han-Chin Shing, Philip Resnik, Douglas Oard*41 citations*
385. **[An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results ↗](https://aclanthology.org/2020.acl-main.363/)**Enrique Amigó, Julio Gonzalo, Stefano Mizzaro et al.*41 citations*
386. **[Bridging Anaphora Resolution as Question Answering](https://md.research.elamur.ai/free/en/papers/hou-2020-bridging-anaphora-resolution-as-question/)**Yufang Hou*41 citations · our summary*
387. **[Controlled Crowdsourcing for High-Quality QA-SRL Annotation](https://md.research.elamur.ai/free/en/papers/roit-2020-controlled-crowdsourcing-high-quality-qa/)**Paul Roit, Ayal Klein, Daniela Stepanov et al.*41 citations · our summary*
388. **[Cross-Linguistic Syntactic Evaluation of Word Prediction Models](https://md.research.elamur.ai/free/en/papers/mueller-2020-cross-linguistic-syntactic-evaluation-word/)**Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou et al.*41 citations · our summary*
389. **[Dialogue State Tracking with Explicit Slot Connection Modeling ↗](https://aclanthology.org/2020.acl-main.5/)**Yawen Ouyang, Moxin Chen, Xinyu Dai et al.*41 citations*
390. **[Evaluating Robustness to Input Perturbations for Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.755/)**Xing Niu, Prashant Mathur, Georgiana Dinu et al.*41 citations*
391. **[Learning and Evaluating Emotion Lexicons for 91 Languages ↗](https://aclanthology.org/2020.acl-main.112/)**Sven Buechel, Susanna Rücker, Udo Hahn*41 citations*
392. **[Multi-Label and Multilingual News Framing Analysis ↗](https://aclanthology.org/2020.acl-main.763/)**Afra Feyza Akyürek, Lei Guo, Randa Elanwar et al.*41 citations*
393. **[Non-Linear Instance-Based Cross-Lingual Mapping for Non-Isomorphic Embedding Spaces ↗](https://aclanthology.org/2020.acl-main.675/)**Goran Glavaš, Ivan Vulić*41 citations*
394. **[R4C: A Benchmark for Evaluating RC Systems to Get the Right Answer for the Right Reason ↗](https://aclanthology.org/2020.acl-main.602/)**Naoya Inoue, Pontus Stenetorp, Kentaro Inui*41 citations*
395. **[Tagged Back-translation Revisited: Why Does It Really Work? ↗](https://aclanthology.org/2020.acl-main.532/)**Benjamin Marie, Raphael Rubino, Atsushi Fujita*41 citations*
396. **[Unsupervised FAQ Retrieval with Question Generation and BERT ↗](https://aclanthology.org/2020.acl-main.74/)**Yosi Mass, Boaz Carmeli, Haggai Roitman et al.*41 citations*
397. **[A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure](https://md.research.elamur.ai/free/en/papers/zhang-2020-top-down-neural-architecture-text/)**Longyin Zhang, Yuqing Xing, Fang Kong et al.*40 citations · our summary*
398. **[BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance ↗](https://aclanthology.org/2020.acl-main.368/)**Timo Schick, Hinrich Schütze*40 citations*
399. **[Guiding Variational Response Generator to Exploit Persona ↗](https://aclanthology.org/2020.acl-main.7/)**Bowen Wu, MengYuan Li, Zongsheng Wang et al.*40 citations*
400. **[Improving Entity Linking through Semantic Reinforced Entity Embeddings ↗](https://aclanthology.org/2020.acl-main.612/)**Feng Hou, Ruili Wang, Jun He et al.*40 citations*

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