---
title: "ACL 2020 — accepted papers — Elamur Research"
description: "ACL 2020 — accepted papers: 172 papers in the Elamur Research library (Online), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acl/2020/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/acl/2020/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [ACL](https://md.research.elamur.ai/free/en/venues/acl/) / 2020

# ACL 2020 — accepted papers

ACL 2020 is the 2020 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Online, July 2020 (publisher: Association for Computational Linguistics). The ACL Anthology lists 871 papers of it in 4 tracks; our library holds 172 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**871** papers in the proceedings](#all) · [**172** works in our library](https://md.research.elamur.ai/free/en/venues/acl/2020/works/) · [**67,637** citations of these works](https://md.research.elamur.ai/free/en/venues/acl/2020/works/)**Online** where it was held**July 2020** when

## Tracks

Main 778System Demonstrations 43Student Research Workshop 42Tutorial Abstracts 8

## Awards

As the ACL Anthology records them.

1. **[Don't Stop Pretraining: Adapt Language Models to Domains and Tasks](https://aclanthology.org/2020.acl-main.740/)**Suchin Gururangan, Ana Marasović, Swabha Swayamdipta et al. · 🏆 Honorable Mention for Best Overall Paper*1,992 citations*
2. **[Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data](https://md.research.elamur.ai/free/en/papers/bender-2020-climbing-nlu-meaning-form-understanding/)**Emily M. Bender, Alexander Koller · 🏆 Best Theme Paper*1,032 citations · our summary*
3. **[Beyond Accuracy: Behavioral Testing of NLP Models with CheckList](https://aclanthology.org/2020.acl-main.442/)**Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin et al. · 🏆 Best Overall Paper*866 citations*
4. **[Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics](https://md.research.elamur.ai/free/en/papers/mathur-2020-tangled-up-bleu-reevaluating-evaluation/)**Nitika Mathur, Timothy Baldwin, Trevor Cohn · 🏆 Honorable Mention for Best Overall Paper*182 citations · our summary*
5. **[How Can We Accelerate Progress Towards Human-like Linguistic Generalization?](https://md.research.elamur.ai/free/en/papers/linzen-2020-how-can-we-accelerate-progress/)**Tal Linzen · 🏆 Honorable Mention for Best Theme Paper*144 citations · our summary*
6. **[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*
7. **[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*
8. **[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*

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension](https://md.research.elamur.ai/free/en/papers/lewis-2020-bart-denoising-sequence-sequence-pre/)**Mike Lewis, Yinhan Liu, Naman Goyal et al.*8,244 citations · our summary*
2. **[Unsupervised Cross-lingual Representation Learning at Scale](https://aclanthology.org/2020.acl-main.747/)**Alexis Conneau, Kartikay Khandelwal, Naman Goyal et al.*5,335 citations*
3. **[Don't Stop Pretraining: Adapt Language Models to Domains and Tasks](https://aclanthology.org/2020.acl-main.740/)**Suchin Gururangan, Ana Marasović, Swabha Swayamdipta et al. · 🏆 Honorable Mention for Best Overall Paper*1,992 citations*
4. **[Stanza: A Python Natural Language Processing Toolkit for Many Human Languages](https://md.research.elamur.ai/free/en/papers/qi-2020-stanza-python-natural-language-processing/)**Peng Qi, Yuhao Zhang, Yuhui Zhang et al. · System Demonstrations*1,431 citations · our summary*
5. **[On Faithfulness and Factuality in Abstractive Summarization](https://aclanthology.org/2020.acl-main.173/)**Joshua Maynez, Shashi Narayan, Bernd Bohnet et al.*1,118 citations*
6. **[DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation](https://aclanthology.org/2020.acl-demos.30/)**Yizhe Zhang, Siqi Sun, Michel Galley et al. · System Demonstrations*1,046 citations*
7. **[Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data](https://md.research.elamur.ai/free/en/papers/bender-2020-climbing-nlu-meaning-form-understanding/)**Emily M. Bender, Alexander Koller · 🏆 Best Theme Paper*1,032 citations · our summary*
8. **[Language (Technology) is Power: A Critical Survey of “Bias” in NLP](https://md.research.elamur.ai/free/en/papers/blodgett-2020-language-technology-is-power-critical/)**Su Lin Blodgett, Solon Barocas, Hal Daumé III et al.*1,021 citations · our summary*
9. **[BLEURT: Learning Robust Metrics for Text Generation](https://aclanthology.org/2020.acl-main.704/)**Thibault Sellam, Dipanjan Das, Ankur Parikh*961 citations*
10. **[Quantifying Attention Flow in Transformers](https://md.research.elamur.ai/free/en/papers/abnar-2020-quantifying-attention-flow-transformers/)**Samira Abnar, Willem Zuidema*923 citations · our summary*

## All accepted papers (871)

The most cited first; 172 with our summary link to their page here, the others to the original.

1. **[BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension](https://md.research.elamur.ai/free/en/papers/lewis-2020-bart-denoising-sequence-sequence-pre/)**Mike Lewis, Yinhan Liu, Naman Goyal et al.*8,244 citations · our summary*
2. **[Unsupervised Cross-lingual Representation Learning at Scale](https://aclanthology.org/2020.acl-main.747/)**Alexis Conneau, Kartikay Khandelwal, Naman Goyal et al.*5,335 citations*
3. **[Don't Stop Pretraining: Adapt Language Models to Domains and Tasks](https://aclanthology.org/2020.acl-main.740/)**Suchin Gururangan, Ana Marasović, Swabha Swayamdipta et al. · 🏆 Honorable Mention for Best Overall Paper*1,992 citations*
4. **[Stanza: A Python Natural Language Processing Toolkit for Many Human Languages](https://md.research.elamur.ai/free/en/papers/qi-2020-stanza-python-natural-language-processing/)**Peng Qi, Yuhao Zhang, Yuhui Zhang et al. · System Demonstrations*1,431 citations · our summary*
5. **[On Faithfulness and Factuality in Abstractive Summarization](https://aclanthology.org/2020.acl-main.173/)**Joshua Maynez, Shashi Narayan, Bernd Bohnet et al.*1,118 citations*
6. **[DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation](https://aclanthology.org/2020.acl-demos.30/)**Yizhe Zhang, Siqi Sun, Michel Galley et al. · System Demonstrations*1,046 citations*
7. **[Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data](https://md.research.elamur.ai/free/en/papers/bender-2020-climbing-nlu-meaning-form-understanding/)**Emily M. Bender, Alexander Koller · 🏆 Best Theme Paper*1,032 citations · our summary*
8. **[Language (Technology) is Power: A Critical Survey of “Bias” in NLP](https://md.research.elamur.ai/free/en/papers/blodgett-2020-language-technology-is-power-critical/)**Su Lin Blodgett, Solon Barocas, Hal Daumé III et al.*1,021 citations · our summary*
9. **[BLEURT: Learning Robust Metrics for Text Generation](https://aclanthology.org/2020.acl-main.704/)**Thibault Sellam, Dipanjan Das, Ankur Parikh*961 citations*
10. **[Quantifying Attention Flow in Transformers](https://md.research.elamur.ai/free/en/papers/abnar-2020-quantifying-attention-flow-transformers/)**Samira Abnar, Willem Zuidema*923 citations · our summary*
11. **[Beyond Accuracy: Behavioral Testing of NLP Models with CheckList](https://aclanthology.org/2020.acl-main.442/)**Marco Tulio Ribeiro, Tongshuang Wu, Carlos Guestrin et al. · 🏆 Best Overall Paper*866 citations*
12. **[GoEmotions: A Dataset of Fine-Grained Emotions](https://aclanthology.org/2020.acl-main.372/)**Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko et al.*804 citations*
13. **[CamemBERT: a Tasty French Language Model](https://md.research.elamur.ai/free/en/papers/martin-2019-camembert-tasty-french-language-model/)**Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez et al.*754 citations · our summary*
14. **[MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices](https://md.research.elamur.ai/free/en/papers/sun-2020-mobilebert-compact-task-agnostic-bert/)**Zhiqing Sun, Hongkun Yu, Xiaodan Song et al.*739 citations · our summary*
15. **[The State and Fate of Linguistic Diversity and Inclusion in the NLP World](https://md.research.elamur.ai/free/en/papers/joshi-2020-state-fate-linguistic-diversity-inclusion/)**Pratik Joshi, Sebastin Santy, Amar Budhiraja et al.*734 citations · our summary*
16. **[Integrating Multimodal Information in Large Pretrained Transformers](https://md.research.elamur.ai/free/en/papers/rahman-2020-integrating-multimodal-information-large-pretrained/)**Wasifur Rahman, Md Kamrul Hasan, Sangwu Lee et al.*673 citations · our summary*
17. **[Relational Graph Attention Network for Aspect-based Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/wang-2020-relational-graph-attention-network-aspect/)**Kai Wang, Weizhou Shen, Yunyi Yang et al.*665 citations · our summary*
18. **[A Novel Cascade Binary Tagging Framework for Relational Triple Extraction](https://md.research.elamur.ai/free/en/papers/wei-2020-novel-cascade-binary-tagging-framework/)**Zhepei Wei, Jianlin Su, Yue Wang et al.*649 citations · our summary*
19. **[Dice Loss for Data-imbalanced NLP Tasks](https://md.research.elamur.ai/free/en/papers/li-2020-dice-loss-data-imbalanced-nlp/)**Xiaoya Li, Xiaofei Sun, Yuxian Meng et al.*646 citations · our summary*
20. **[A Unified MRC Framework for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/li-2020-unified-mrc-framework-named-entity/)**Xiaoya Li, Jingrong Feng, Yuxian Meng et al.*644 citations · our summary*
21. **[Adversarial NLI: A New Benchmark for Natural Language Understanding](https://aclanthology.org/2020.acl-main.441/)**Yixin Nie, Adina Williams, Emily Dinan et al.*637 citations*
22. **[On the Cross-lingual Transferability of Monolingual Representations](https://md.research.elamur.ai/free/en/papers/artetxe-2020-cross-lingual-transferability-monolingual-representations/)**Mikel Artetxe, Sebastian Ruder, Dani Yogatama*598 citations · our summary*
23. **[ERASER: A Benchmark to Evaluate Rationalized NLP Models](https://md.research.elamur.ai/free/en/papers/deyoung-2020-eraser-benchmark-evaluate-rationalized-nlp/)**Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani et al.*540 citations · our summary*
24. **[TaPas: Weakly Supervised Table Parsing via Pre-training](https://md.research.elamur.ai/free/en/papers/herzig-2020-tapas-weakly-supervised-table-parsing/)**Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller et al.*535 citations · our summary*
25. **[RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers](https://md.research.elamur.ai/free/en/papers/wang-2020-rat-sql-relation-aware-schema/)**Bailin Wang, Richard Shin, Xiaodong Liu et al.*512 citations · our summary*

[See all 871 papers in ACL 2020 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2020/papers/)

## Papers with our summary in our library (172)

The most cited first (OpenAlex citations plus our library's).

1. **[BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension](https://md.research.elamur.ai/free/en/papers/lewis-2020-bart-denoising-sequence-sequence-pre/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mike Lewis, Yinhan Liu, Naman Goyal, et al.*2020 · 12,784 citations*
2. [**Stanza: A Python Natural Language Processing Toolkit for Many Human Languages**Peng Qi, Yuhao Zhang, Yuhui Zhang, et al.*2020 · 2,350 citations*](https://md.research.elamur.ai/free/en/papers/qi-2020-stanza-python-natural-language-processing/)
3. **[Language (Technology) is Power: A Critical Survey of “Bias” in NLP](https://md.research.elamur.ai/free/en/papers/blodgett-2020-language-technology-is-power-critical/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Su Lin Blodgett, Solon Barocas, Hal Daumé III, et al.*2020 · 1,703 citations*
4. **[The State and Fate of Linguistic Diversity and Inclusion in the NLP World](https://md.research.elamur.ai/free/en/papers/joshi-2020-state-fate-linguistic-diversity-inclusion/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Pratik Joshi, Sebastin Santy, Amar Budhiraja, et al.*2020 · 1,494 citations*
5. **[Language-agnostic BERT Sentence Embedding](https://md.research.elamur.ai/free/en/papers/feng-2020-language-agnostic-bert-sentence-embedding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, et al.*2020 · 1,413 citations*
6. **[Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data](https://md.research.elamur.ai/free/en/papers/bender-2020-climbing-nlu-meaning-form-understanding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Emily M. Bender, Alexander Koller*2020 · 1,375 citations*
7. **[On the Cross-lingual Transferability of Monolingual Representations](https://md.research.elamur.ai/free/en/papers/artetxe-2020-cross-lingual-transferability-monolingual-representations/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mikel Artetxe, Sebastian Ruder, Dani Yogatama*2020 · 1,172 citations*
8. **[Quantifying Attention Flow in Transformers](https://md.research.elamur.ai/free/en/papers/abnar-2020-quantifying-attention-flow-transformers/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Samira Abnar, Willem Zuidema*2020 · 1,051 citations*
9. **[MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices](https://md.research.elamur.ai/free/en/papers/sun-2020-mobilebert-compact-task-agnostic-bert/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhiqing Sun, Hongkun Yu, Xiaodan Song, et al.*2020 · 1,007 citations*
10. **[TaPas: Weakly Supervised Table Parsing via Pre-training](https://md.research.elamur.ai/free/en/papers/herzig-2020-tapas-weakly-supervised-table-parsing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.*2020 · 845 citations*
11. **[A Unified MRC Framework for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/li-2020-unified-mrc-framework-named-entity/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoya Li, Jingrong Feng, Yuxian Meng, et al.*2020 · 834 citations*
12. **[ERASER: A Benchmark to Evaluate Rationalized NLP Models](https://md.research.elamur.ai/free/en/papers/deyoung-2020-eraser-benchmark-evaluate-rationalized-nlp/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.*2020 · 821 citations*
13. **[Relational Graph Attention Network for Aspect-based Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/wang-2020-relational-graph-attention-network-aspect/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kai Wang, Weizhou Shen, Yunyi Yang, et al.*2020 · 776 citations*
14. **[RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers](https://md.research.elamur.ai/free/en/papers/wang-2020-rat-sql-relation-aware-schema/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Bailin Wang, Richard Shin, Xiaodong Liu, et al.*2020 · 752 citations*
15. **[Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?](https://md.research.elamur.ai/free/en/papers/jacovi-2020-faithfully-interpretable-nlp-systems-how/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Alon Jacovi, Yoav Goldberg*2020 · 748 citations*
16. **[Integrating Multimodal Information in Large Pretrained Transformers](https://md.research.elamur.ai/free/en/papers/rahman-2020-integrating-multimodal-information-large-pretrained/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.*2020 · 743 citations*
17. **[A Novel Cascade Binary Tagging Framework for Relational Triple Extraction](https://md.research.elamur.ai/free/en/papers/wei-2020-novel-cascade-binary-tagging-framework/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhepei Wei, Jianlin Su, Yue Wang, et al.*2020 · 735 citations*
18. **[Dice Loss for Data-imbalanced NLP Tasks](https://md.research.elamur.ai/free/en/papers/li-2020-dice-loss-data-imbalanced-nlp/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoya Li, Xiaofei Sun, Yuxian Meng, et al.*2020 · 734 citations*
19. **[SPECTER: Document-level Representation Learning using Citation-informed Transformers](https://md.research.elamur.ai/free/en/papers/cohan-2020-specter-document-level-representation-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Arman Cohan, Sergey Feldman, Iz Beltagy, et al.*2020 · 692 citations*
20. **[TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data](https://md.research.elamur.ai/free/en/papers/yin-2020-tabert-pretraining-joint-understanding-textual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Pengcheng Yin, Graham Neubig, Wen-tau Yih, et al.*2020 · 690 citations*
21. **[Social Bias Frames: Reasoning about Social and Power Implications of Language](https://md.research.elamur.ai/free/en/papers/sap-2020-social-bias-frames-reasoning-about/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Maarten Sap, Saadia Gabriel, Lianhui Qin, et al.*2020 · 681 citations*
22. **[Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings](https://md.research.elamur.ai/free/en/papers/saxena-2020-improving-multi-hop-question-answering/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Apoorv Saxena, Aditay Tripathi, Partha Talukdar*2020 · 671 citations*
23. **[A Joint Neural Model for Information Extraction with Global Features](https://md.research.elamur.ai/free/en/papers/lin-2020-joint-neural-model-information-extraction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ying Lin, Heng Ji, Fei Huang, et al.*2020 · 600 citations*
24. **[Named Entity Recognition as Dependency Parsing](https://md.research.elamur.ai/free/en/papers/yu-2020-named-entity-recognition-as-dependency/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Juntao Yu, Bernd Bohnet, Massimo Poesio*2020 · 594 citations*
25. **[Multilingual Universal Sentence Encoder for Semantic Retrieval](https://md.research.elamur.ai/free/en/papers/yang-2020-multilingual-universal-sentence-encoder-semantic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yinfei Yang, Daniel Cer, Amin Ahmad, et al.*2020 · 570 citations*

[See all 172 works in ACL 2020 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2020/works/)

## Top topics

Topics of its works in our library, with the number of works on each.

[English (16)](https://md.research.elamur.ai/free/en/topics/english/) · [Sentiment & emotion (15)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Language models & pretraining (14)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Machine translation (13)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Dialogue systems (12)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Reasoning (12)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Evaluation & benchmarks (10)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Bias, fairness & safety (10)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Multilingual & cross-lingual NLP (8)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Question answering (7)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Vision & language (7)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Summarization (6)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Dependency parsing (5)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Information extraction (5)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Text generation (5)](https://md.research.elamur.ai/free/en/topics/text-generation/)

**26 more topics**

[Named entity recognition (4)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Coreference resolution (4)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Knowledge graphs & ontologies (4)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Semitic languages (4)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Discourse analysis (3)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Speech act theory (3)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Speech & spoken language (3)](https://md.research.elamur.ai/free/en/topics/speech/) · [Morphology (3)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Semantic parsing & meaning representation (3)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Interpretability (3)](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Word sense disambiguation (2)](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/) · [Legal AI (2)](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [Hebrew & Aramaic (2)](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Implicature (1)](https://md.research.elamur.ai/free/en/topics/implicature/) · [Universal Dependencies (1)](https://md.research.elamur.ai/free/en/topics/universal-dependencies/) · [Treebanks (1)](https://md.research.elamur.ai/free/en/topics/treebanks/) · [Semantic role labeling (1)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Lexical semantics & word embeddings (1)](https://md.research.elamur.ai/free/en/topics/lexical-semantics/) · [Code & programming languages (1)](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [GPU & parallel computing (1)](https://md.research.elamur.ai/free/en/topics/gpu-parallel-computing/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Psycholinguistics & language acquisition (1)](https://md.research.elamur.ai/free/en/topics/psycholinguistics/) · [Tokenization & segmentation (1)](https://md.research.elamur.ai/free/en/topics/tokenization/) · [Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/) · [Historical linguistics & language change (1)](https://md.research.elamur.ai/free/en/topics/language-change/) · [Biblical Hebrew (1)](https://md.research.elamur.ai/free/en/topics/biblical-hebrew/)

## Fields

[Computer Science (171)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (158)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (22)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Psychology (6)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Biochemistry, Genetics and Molecular Biology (1)](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Neuroscience (1)](https://md.research.elamur.ai/free/en/shelves/neuroscience/) · [Physics and Astronomy (1)](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Luke Zettlemoyer**5 works here · 13,515 citations](https://md.research.elamur.ai/free/en/authors/luke-zettlemoyer/) · [🧑‍🔬**Yoav Goldberg**5 works here · 1,597 citations](https://md.research.elamur.ai/free/en/authors/yoav-goldberg/) · [🧑‍🔬**Zhiyuan Liu**5 works here · 1,474 citations](https://md.research.elamur.ai/free/en/authors/zhiyuan-liu/) · [🧑‍🔬**Graham Neubig**4 works here · 1,566 citations](https://md.research.elamur.ai/free/en/authors/graham-neubig/) · [🧑‍🔬**Xuanjing Huang**4 works here · 1,497 citations](https://md.research.elamur.ai/free/en/authors/xuanjing-huang/) · [🧑‍🔬**Maosong Sun**4 works here · 1,291 citations](https://md.research.elamur.ai/free/en/authors/maosong-sun/) · [🧑‍🔬**Ming Zhou**4 works here · 1,109 citations](https://md.research.elamur.ai/free/en/authors/ming-zhou/) · [🧑‍🔬**Fei Wu**3 works here · 1,822 citations](https://md.research.elamur.ai/free/en/authors/fei-wu/) · [🧑‍🔬**Jiwei Li**3 works here · 1,822 citations](https://md.research.elamur.ai/free/en/authors/jiwei-li/) · [🧑‍🔬**Xipeng Qiu**3 works here · 1,443 citations](https://md.research.elamur.ai/free/en/authors/xipeng-qiu/) · [🧑‍🔬**Sarthak Jain**3 works here · 1,262 citations](https://md.research.elamur.ai/free/en/authors/sarthak-jain/) · [🧑‍🔬**Byron C. Wallace**3 works here · 1,225 citations](https://md.research.elamur.ai/free/en/authors/byron-c-wallace/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🔬**Allen Institute for Artificial Intelligence** Seattle · United States 13 works here](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🏢**Google** Mountain View · United States 12 works here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 12 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**University of Washington** Seattle · United States 11 works here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🏢**Microsoft** Redmond · United States 10 works here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Johns Hopkins University** Baltimore · United States 8 works here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🏢**Meta** Menlo Park · United States 8 works here](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Stanford University** Stanford · United States 8 works here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**University of Edinburgh** Edinburgh · United Kingdom 7 works here](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) · [🎓**Tsinghua University** Beijing · China 7 works here](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Bar-Ilan University** Ramat Gan · Israel 6 works here](https://md.research.elamur.ai/free/en/universities/bar-ilan-university/) · [🎓**Fudan University** Shanghai · China 6 works here](https://md.research.elamur.ai/free/en/universities/fudan-university/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous ACL 2019](https://md.research.elamur.ai/free/en/venues/acl/2019/)
- [next → ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/)
- [↑ back to ACL](https://md.research.elamur.ai/free/en/venues/acl/)