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title: "ACL 2020 — all accepted papers, page 5 — the most cited first"
description: "All 871 papers of ACL 2020 · page 5 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 5 of 9 · the most cited first · [← ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/)

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401. **[Probing Linguistic Systematicity ↗](https://aclanthology.org/2020.acl-main.177/)**Emily Goodwin, Koustuv Sinha, Timothy J. O'Donnell*40 citations*
402. **[Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ↗](https://aclanthology.org/2020.acl-main.608/)**Ruisheng Cao, Su Zhu, Chenyu Yang et al.*40 citations*
403. **[Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study ↗](https://aclanthology.org/2020.acl-main.550/)**Xinyu Xing, Xiaosheng Fan, Xiaojun Wan*39 citations*
404. **[Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ↗](https://aclanthology.org/2020.acl-main.510/)**Hongliang Fei, Ping Li*39 citations*
405. **[From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains ↗](https://aclanthology.org/2020.acl-main.624/)**Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych*39 citations*
406. **[Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations ↗](https://aclanthology.org/2020.acl-main.702/)**Saif M. Mohammad*39 citations*
407. **[Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus](https://md.research.elamur.ai/free/en/papers/bentivogli-2020-gender-danger-evaluating-speech-translation/)**Luisa Bentivogli, Beatrice Savoldi, Matteo Negri et al.*39 citations · our summary*
408. **[Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ↗](https://aclanthology.org/2020.acl-main.603/)**Hongyu Gong, Yelong Shen, Dian Yu et al.*39 citations*
409. **[Towards Robustifying NLI Models Against Lexical Dataset Biases](https://md.research.elamur.ai/free/en/papers/zhou-2020-robustifying-nli-models-against-lexical/)**Xiang Zhou, Mohit Bansal*39 citations · our summary*
410. **[Tree-Structured Neural Topic Model ↗](https://aclanthology.org/2020.acl-main.73/)**Masaru Isonuma, Junichiro Mori, Danushka Bollegala et al.*39 citations*
411. **[Designing Precise and Robust Dialogue Response Evaluators ↗](https://aclanthology.org/2020.acl-main.4/)**Tianyu Zhao, Divesh Lala, Tatsuya Kawahara*38 citations*
412. **[Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial Examples](https://md.research.elamur.ai/free/en/papers/zheng-2020-evaluating-enhancing-robustness-neural-network/)**Xiaoqing Zheng, Jiehang Zeng, Yi Zhou et al.*38 citations · our summary*
413. **[Improving Truthfulness of Headline Generation ↗](https://aclanthology.org/2020.acl-main.123/)**Kazuki Matsumaru, Sho Takase, Naoaki Okazaki*38 citations*
414. **[Multimodal and Multiresolution Speech Recognition with Transformers ↗](https://aclanthology.org/2020.acl-main.216/)**Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare et al.*38 citations*
415. **[Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ↗](https://aclanthology.org/2020.acl-main.286/)**Jun Chen, Xiaoya Dai, Quan Yuan et al.*38 citations*
416. **[Translationese as a Language in “Multilingual” NMT ↗](https://aclanthology.org/2020.acl-main.691/)**Parker Riley, Isaac Caswell, Markus Freitag et al.*38 citations*
417. **[An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering ↗](https://aclanthology.org/2020.acl-main.70/)**Jay Kumar, Junming Shao, Salah Uddin et al.*37 citations*
418. **[Diversifying Dialogue Generation with Non-Conversational Text ↗](https://aclanthology.org/2020.acl-main.634/)**Hui Su, Xiaoyu Shen, Sanqiang Zhao et al.*37 citations*
419. **[Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction ↗](https://aclanthology.org/2020.acl-main.339/)**Zhenkai Wei, Yu Hong, Bowei Zou et al.*37 citations*
420. **[ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ↗](https://aclanthology.org/2020.acl-main.251/)**Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman et al.*37 citations*
421. **[Keyphrase Generation for Scientific Document Retrieval ↗](https://aclanthology.org/2020.acl-main.105/)**Florian Boudin, Ygor Gallina, Akiko Aizawa*37 citations*
422. **[Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.277/)**Qiu Ran, Yankai Lin, Peng Li et al.*37 citations*
423. **[Obtaining Faithful Interpretations from Compositional Neural Networks ↗](https://aclanthology.org/2020.acl-main.495/)**Sanjay Subramanian, Ben Bogin, Nitish Gupta et al.*37 citations*
424. **[Predicting Performance for Natural Language Processing Tasks ↗](https://aclanthology.org/2020.acl-main.764/)**Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu et al.*37 citations*
425. **[Soft Gazetteers for Low-Resource Named Entity Recognition ↗](https://aclanthology.org/2020.acl-main.722/)**Shruti Rijhwani, Shuyan Zhou, Graham Neubig et al.*37 citations*
426. **[Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset ↗](https://aclanthology.org/2020.acl-main.459/)**Revanth Rameshkumar, Peter Bailey*37 citations*
427. **[Text-Based Ideal Points ↗](https://aclanthology.org/2020.acl-main.475/)**Keyon Vafa, Suresh Naidu, David Blei*37 citations*
428. **[From English to Code-Switching: Transfer Learning with Strong Morphological Clues ↗](https://aclanthology.org/2020.acl-main.716/)**Gustavo Aguilar, Thamar Solorio*36 citations*
429. **[Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.324/)**Haipeng Sun, Rui Wang, Kehai Chen et al.*36 citations*
430. **[Self-Attention with Cross-Lingual Position Representation ↗](https://aclanthology.org/2020.acl-main.153/)**Liang Ding, Longyue Wang, Dacheng Tao*36 citations*
431. **[Simple and Effective Retrieve-Edit-Rerank Text Generation ↗](https://aclanthology.org/2020.acl-main.228/)**Nabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer*36 citations*
432. **[Speakers enhance contextually confusable words ↗](https://aclanthology.org/2020.acl-main.180/)**Eric Meinhardt, Eric Bakovic, Leon Bergen*36 citations*
433. **[DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking ↗](https://aclanthology.org/2020.acl-main.761/)**Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi et al.*35 citations*
434. **[Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction ↗](https://aclanthology.org/2020.acl-main.452/)**Raphael Schumann, Lili Mou, Yao Lu et al.*35 citations*
435. **[Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? ↗](https://aclanthology.org/2020.acl-main.261/)**Kobi Leins, Jey Han Lau, Timothy Baldwin*35 citations*
436. **[Improving Disfluency Detection by Self-Training a Self-Attentive Model ↗](https://aclanthology.org/2020.acl-main.346/)**Paria Jamshid Lou, Mark Johnson*35 citations*
437. **[Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ↗](https://aclanthology.org/2020.acl-main.304/)**Xinyu Wang, Yong Jiang, Nguyen Bach et al.*35 citations*
438. **[Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific Parameterization ↗](https://aclanthology.org/2020.acl-main.298/)**Gaku Morio, Hiroaki Ozaki, Terufumi Morishita et al.*35 citations*
439. **[CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ↗](https://aclanthology.org/2020.acl-main.724/)**Felipe Viegas, Washington Cunha, Christian Gomes et al.*34 citations*
440. **[Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA ↗](https://aclanthology.org/2020.acl-main.435/)**Hyounghun Kim, Zineng Tang, Mohit Bansal*34 citations*
441. **[Do Neural Language Models Show Preferences for Syntactic Formalisms? ↗](https://aclanthology.org/2020.acl-main.375/)**Artur Kulmizev, Vinit Ravishankar, Mostafa Abdou et al.*34 citations*
442. **[Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain ↗](https://aclanthology.org/2020.acl-main.613/)**Shadi Saleh, Pavel Pecina*34 citations*
443. **[Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification ↗](https://aclanthology.org/2020.acl-main.512/)**Nianzu Ma, Sahisnu Mazumder, Hao Wang et al.*34 citations*
444. **[ExpBERT: Representation Engineering with Natural Language Explanations ↗](https://aclanthology.org/2020.acl-main.190/)**Shikhar Murty, Pang Wei Koh, Percy Liang*34 citations*
445. **[Exploiting the Syntax-Model Consistency for Neural Relation Extraction ↗](https://aclanthology.org/2020.acl-main.715/)**Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou et al.*34 citations*
446. **[Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ↗](https://aclanthology.org/2020.acl-main.67/)**Yanbin Zhao, Lu Chen, Zhi Chen et al.*34 citations*
447. **[Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models ↗](https://aclanthology.org/2020.acl-main.178/)**Maarten Sap, Eric Horvitz, Yejin Choi et al.*34 citations*
448. **[Revisiting Unsupervised Relation Extraction ↗](https://aclanthology.org/2020.acl-main.669/)**Thy Thy Tran, Phong Le, Sophia Ananiadou*34 citations*
449. **[A Frame-based Sentence Representation for Machine Reading Comprehension ↗](https://aclanthology.org/2020.acl-main.83/)**Shaoru Guo, Ru Li, Hongye Tan et al.*33 citations*
450. **[ClarQ: A large-scale and diverse dataset for Clarification Question Generation ↗](https://aclanthology.org/2020.acl-main.651/)**Vaibhav Kumar, Alan W Black*33 citations*
451. **[Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset ↗](https://aclanthology.org/2020.acl-main.410/)**Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun*33 citations*
452. **[Contextualized Sparse Representations for Real-Time Open-Domain Question Answering ↗](https://aclanthology.org/2020.acl-main.85/)**Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi et al.*33 citations*
453. **[How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope ↗](https://aclanthology.org/2020.acl-main.429/)**Yiyun Zhao, Steven Bethard*33 citations*
454. **[Implicit Discourse Relation Classification: We Need to Talk about Evaluation](https://md.research.elamur.ai/free/en/papers/kim-2020-implicit-discourse-relation-classification-we/)**Najoung Kim, Song Feng, Chulaka Gunasekara et al.*33 citations · our summary*
455. **[Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling ↗](https://aclanthology.org/2020.acl-main.523/)**Canasai Kruengkrai, Thien Hai Nguyen, Sharifah Mahani Aljunied et al.*33 citations*
456. **[Learning Robust Models for e-Commerce Product Search ↗](https://aclanthology.org/2020.acl-main.614/)**Thanh Nguyen, Nikhil Rao, Karthik Subbian*33 citations*
457. **[Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks ↗](https://aclanthology.org/2020.acl-main.517/)**Yiping Song, Zequn Liu, Wei Bi et al.*33 citations*
458. **[WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge ↗](https://aclanthology.org/2020.acl-main.508/)**Hongming Zhang, Xinran Zhao, Yangqiu Song*33 citations*
459. **[A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction ↗](https://aclanthology.org/2020.acl-main.361/)**Yilin Niu, Fangkai Jiao, Mantong Zhou et al.*32 citations*
460. **[Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages ↗](https://aclanthology.org/2020.acl-srw.22/)**Vikrant Goyal, Sourav Kumar, Dipti Misra Sharma · Student Research Workshop*32 citations*
461. **[Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ↗](https://aclanthology.org/2020.acl-main.193/)**Ouyu Lan, Xiao Huang, Bill Yuchen Lin et al.*32 citations*
462. **[Multimodal Neural Graph Memory Networks for Visual Question Answering ↗](https://aclanthology.org/2020.acl-main.643/)**Mahmoud Khademi*32 citations*
463. **[Roles and Utilization of Attention Heads in Transformer-based Neural Language Models ↗](https://aclanthology.org/2020.acl-main.311/)**Jae-young Jo, Sung-Hyon Myaeng*32 citations*
464. **[Cross-Modality Relevance for Reasoning on Language and Vision ↗](https://aclanthology.org/2020.acl-main.683/)**Chen Zheng, Quan Guo, Parisa Kordjamshidi*31 citations*
465. **[Language-aware Interlingua for Multilingual Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.150/)**Changfeng Zhu, Heng Yu, Shanbo Cheng et al.*31 citations*
466. **[Learning a Multi-Domain Curriculum for Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.689/)**Wei Wang, Ye Tian, Jiquan Ngiam et al.*31 citations*
467. **[SEEK: Segmented Embedding of Knowledge Graphs ↗](https://aclanthology.org/2020.acl-main.358/)**Wentao Xu, Shun Zheng, Liang He et al.*31 citations*
468. **[Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words ↗](https://aclanthology.org/2020.acl-main.434/)**Josef Klafka, Allyson Ettinger*31 citations*
469. **[What Question Answering can Learn from Trivia Nerds ↗](https://aclanthology.org/2020.acl-main.662/)**Jordan Boyd-Graber, Benjamin Börschinger*31 citations*
470. **[A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ↗](https://aclanthology.org/2020.acl-main.514/)**Nastaran Babanejad, Ameeta Agrawal, Aijun An et al.*30 citations*
471. **[Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? ↗](https://aclanthology.org/2020.acl-main.543/)**Hitomi Yanaka, Koji Mineshima, Daisuke Bekki et al.*30 citations*
472. **[Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.275/)**Xuanli He, Gholamreza Haffari, Mohammad Norouzi*30 citations*
473. **[From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ↗](https://aclanthology.org/2020.acl-main.660/)**Reut Tsarfaty, Dan Bareket, Stav Klein et al.*30 citations*
474. **[Harvesting and Refining Question-Answer Pairs for Unsupervised QA ↗](https://aclanthology.org/2020.acl-main.600/)**Zhongli Li, Wenhui Wang, Li Dong et al.*30 citations*
475. **[How Does Selective Mechanism Improve Self-Attention Networks? ↗](https://aclanthology.org/2020.acl-main.269/)**Xinwei Geng, Longyue Wang, Xing Wang et al.*30 citations*
476. **[Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ↗](https://aclanthology.org/2020.acl-main.264/)**Shengyu Jia, Tao Meng, Jieyu Zhao et al.*30 citations*
477. **[Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference ↗](https://aclanthology.org/2020.acl-main.750/)**Jing Wang, Mayank Kulkarni, Daniel Preotiuc-Pietro*30 citations*
478. **[Penman: An Open-Source Library and Tool for AMR Graphs ↗](https://aclanthology.org/2020.acl-demos.35/)**Michael Wayne Goodman · System Demonstrations*30 citations*
479. **[Shaping Visual Representations with Language for Few-Shot Classification ↗](https://aclanthology.org/2020.acl-main.436/)**Jesse Mu, Percy Liang, Noah Goodman*30 citations*
480. **[Syntactic Search by Example ↗](https://aclanthology.org/2020.acl-demos.3/)**Micah Shlain, Hillel Taub-Tabib, Shoval Sadde et al. · System Demonstrations*30 citations*
481. **[Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ↗](https://aclanthology.org/2020.acl-main.297/)**Bo Zhang, Yue Zhang, Rui Wang et al.*30 citations*
482. **[Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ↗](https://aclanthology.org/2020.acl-main.681/)**Aakanksha Naik, Carolyn Rose*30 citations*
483. **[TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/he-2020-transs-driven-joint-learning-architecture/)**Ruifang He, Jian Wang, Fengyu Guo et al.*30 citations · our summary*
484. **[Transition-based Semantic Dependency Parsing with Pointer Networks ↗](https://aclanthology.org/2020.acl-main.629/)**Daniel Fernández-González, Carlos Gómez-Rodríguez*30 citations*
485. **[Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness ↗](https://aclanthology.org/2020.acl-main.632/)**Khalid Al Khatib, Michael Völske, Shahbaz Syed et al.*29 citations*
486. **[How to Ask Good Questions? Try to Leverage Paraphrases ↗](https://aclanthology.org/2020.acl-main.545/)**Xin Jia, Wenjie Zhou, Xu Sun et al.*29 citations*
487. **[It Takes Two to Lie: One to Lie, and One to Listen ↗](https://aclanthology.org/2020.acl-main.353/)**Denis Peskov, Benny Cheng, Ahmed Elgohary et al.*29 citations*
488. **[On the Robustness of Language Encoders against Grammatical Errors ↗](https://aclanthology.org/2020.acl-main.310/)**Fan Yin, Quanyu Long, Tao Meng et al.*29 citations*
489. **[Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ↗](https://aclanthology.org/2020.acl-main.23/)**Yu Duan, Canwen Xu, Jiaxin Pei et al.*29 citations*
490. **[Probing for Referential Information in Language Models ↗](https://aclanthology.org/2020.acl-main.384/)**Ionut-Teodor Sorodoc, Kristina Gulordava, Gemma Boleda*29 citations*
491. **[QuASE: Question-Answer Driven Sentence Encoding ↗](https://aclanthology.org/2020.acl-main.772/)**Hangfeng He, Qiang Ning, Dan Roth*29 citations*
492. **[TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing ↗](https://aclanthology.org/2020.acl-demos.2/)**Ziqing Yang, Yiming Cui, Zhipeng Chen et al. · System Demonstrations*29 citations*
493. **[The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ↗](https://aclanthology.org/2020.acl-demos.16/)**Xiaodong Liu, Yu Wang, Jianshu Ji et al. · System Demonstrations*29 citations*
494. **[Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup ↗](https://aclanthology.org/2020.acl-srw.39/)**Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea · Student Research Workshop*28 citations*
495. **[Exploring Content Selection in Summarization of Novel Chapters ↗](https://aclanthology.org/2020.acl-main.453/)**Faisal Ladhak, Bryan Li, Yaser Al-Onaizan et al.*28 citations*
496. **[Phone Features Improve Speech Translation ↗](https://aclanthology.org/2020.acl-main.217/)**Elizabeth Salesky, Alan W Black*28 citations*
497. **[Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction ↗](https://aclanthology.org/2020.acl-main.140/)**Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig*28 citations*
498. **[Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ↗](https://aclanthology.org/2020.acl-main.496/)**Kyle Swanson, Lili Yu, Tao Lei*28 citations*
499. **[Structured Tuning for Semantic Role Labeling ↗](https://aclanthology.org/2020.acl-main.744/)**Tao Li, Parth Anand Jawale, Martha Palmer et al.*28 citations*
500. **[The Summary Loop: Learning to Write Abstractive Summaries Without Examples ↗](https://aclanthology.org/2020.acl-main.460/)**Philippe Laban, Andrew Hsi, John Canny et al.*28 citations*

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