---
title: "NAACL 2019 — accepted papers — Elamur Research"
description: "NAACL 2019 — accepted papers: 69 papers in the Elamur Research library (Minneapolis, Minnesota), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/naacl/2019/"
---
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# NAACL 2019 — accepted papers

NAACL 2019 is the 2019 edition of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), held in Minneapolis, Minnesota, June 2019 (publisher: Association for Computational Linguistics). The ACL Anthology lists 481 papers of it in 3 tracks; our library holds 69 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**481** papers in the proceedings](#all) · [**69** works in our library](https://md.research.elamur.ai/free/en/venues/naacl/2019/works/) · [**82,825** citations of these works](https://md.research.elamur.ai/free/en/venues/naacl/2019/works/)**Minneapolis, Minnesota** where it was held**June 2019** when

## Tracks

Main 447Human Language Technologies, Volume 2 (Industry Papers 28Tutorials 6

## Awards

As the ACL Anthology records them.

1. **[BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://md.research.elamur.ai/free/en/papers/devlin-2019-bert-pre-training-deep-bidirectional/)**Jacob Devlin, Ming-Wei Chang, Kenton Lee et al. · 🏆 Best Long Paper*31,944 citations · our summary*
2. **[CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/talmor-2019-commonsenseqa-question-answering-challenge-targeting/)**Alon Talmor, Jonathan Herzig, Nicholas Lourie et al. · 🏆 Best Resource Paper*491 citations · our summary*
3. **[Probing the Need for Visual Context in Multimodal Machine Translation](https://md.research.elamur.ai/free/en/papers/caglayan-2019-probing-need-visual-context-multimodal/)**Ozan Caglayan, Pranava Madhyastha, Lucia Specia et al. · 🏆 Best Short Paper*139 citations · our summary*
4. **[CNM: An Interpretable Complex-valued Network for Matching](https://aclanthology.org/N19-1420/)**Qiuchi Li, Benyou Wang, Massimo Melucci · 🏆 Best Explainable NLP Paper*29 citations*
5. **[What's in a Name? Reducing Bias in Bios without Access to Protected Attributes](https://aclanthology.org/N19-1424/)**Alexey Romanov, Maria De-Arteaga, Hanna Wallach et al. · 🏆 Best Thematic Paper*24 citations*

## Most cited papers

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

1. **[BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://md.research.elamur.ai/free/en/papers/devlin-2019-bert-pre-training-deep-bidirectional/)**Jacob Devlin, Ming-Wei Chang, Kenton Lee et al. · 🏆 Best Long Paper*31,944 citations · our summary*
2. **[fairseq: A Fast, Extensible Toolkit for Sequence Modeling](https://md.research.elamur.ai/free/en/papers/ott-2019-fairseq-fast-extensible-toolkit-sequence/)**Myle Ott, Sergey Edunov, Alexei Baevski et al.*2,344 citations · our summary*
3. **[Predicting the Type and Target of Offensive Posts in Social Media](https://md.research.elamur.ai/free/en/papers/zampieri-2019-predicting-type-target-offensive-posts/)**Marcos Zampieri, Shervin Malmasi, Preslav Nakov et al.*720 citations · our summary*
4. **[Linguistic Knowledge and Transferability of Contextual Representations](https://md.research.elamur.ai/free/en/papers/liu-2019-linguistic-knowledge-transferability-contextual-representations/)**Nelson F. Liu, Matt Gardner, Yonatan Belinkov et al.*621 citations · our summary*
5. **[Attention is not Explanation](https://md.research.elamur.ai/free/en/papers/jain-2019-attention-is-not-explanation/)**Sarthak Jain, Byron C. Wallace*598 citations · our summary*
6. **[A Structural Probe for Finding Syntax in Word Representations](https://md.research.elamur.ai/free/en/papers/hewitt-2019-structural-probe-finding-syntax-word/)**John Hewitt, Christopher D. Manning*596 citations · our summary*
7. **[Transfer Learning in Natural Language Processing](https://md.research.elamur.ai/free/en/papers/ruder-2019-transfer-learning-natural-language-processing/)**Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta et al. · Tutorials*587 citations · our summary*
8. **[CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/talmor-2019-commonsenseqa-question-answering-challenge-targeting/)**Alon Talmor, Jonathan Herzig, Nicholas Lourie et al. · 🏆 Best Resource Paper*491 citations · our summary*
9. **[On Measuring Social Biases in Sentence Encoders](https://md.research.elamur.ai/free/en/papers/may-2019-measuring-social-biases-sentence-encoders/)**Chandler May, Alex Wang, Shikha Bordia et al.*438 citations · our summary*
10. **[Massively Multilingual Neural Machine Translation](https://aclanthology.org/N19-1388/)**Roee Aharoni, Melvin Johnson, Orhan Firat*394 citations*

## All accepted papers (481)

The most cited first; 69 with our summary link to their page here, the others to the original.

1. **[BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://md.research.elamur.ai/free/en/papers/devlin-2019-bert-pre-training-deep-bidirectional/)**Jacob Devlin, Ming-Wei Chang, Kenton Lee et al. · 🏆 Best Long Paper*31,944 citations · our summary*
2. **[fairseq: A Fast, Extensible Toolkit for Sequence Modeling](https://md.research.elamur.ai/free/en/papers/ott-2019-fairseq-fast-extensible-toolkit-sequence/)**Myle Ott, Sergey Edunov, Alexei Baevski et al.*2,344 citations · our summary*
3. **[Predicting the Type and Target of Offensive Posts in Social Media](https://md.research.elamur.ai/free/en/papers/zampieri-2019-predicting-type-target-offensive-posts/)**Marcos Zampieri, Shervin Malmasi, Preslav Nakov et al.*720 citations · our summary*
4. **[Linguistic Knowledge and Transferability of Contextual Representations](https://md.research.elamur.ai/free/en/papers/liu-2019-linguistic-knowledge-transferability-contextual-representations/)**Nelson F. Liu, Matt Gardner, Yonatan Belinkov et al.*621 citations · our summary*
5. **[Attention is not Explanation](https://md.research.elamur.ai/free/en/papers/jain-2019-attention-is-not-explanation/)**Sarthak Jain, Byron C. Wallace*598 citations · our summary*
6. **[A Structural Probe for Finding Syntax in Word Representations](https://md.research.elamur.ai/free/en/papers/hewitt-2019-structural-probe-finding-syntax-word/)**John Hewitt, Christopher D. Manning*596 citations · our summary*
7. **[Transfer Learning in Natural Language Processing](https://md.research.elamur.ai/free/en/papers/ruder-2019-transfer-learning-natural-language-processing/)**Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta et al. · Tutorials*587 citations · our summary*
8. **[CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/talmor-2019-commonsenseqa-question-answering-challenge-targeting/)**Alon Talmor, Jonathan Herzig, Nicholas Lourie et al. · 🏆 Best Resource Paper*491 citations · our summary*
9. **[On Measuring Social Biases in Sentence Encoders](https://md.research.elamur.ai/free/en/papers/may-2019-measuring-social-biases-sentence-encoders/)**Chandler May, Alex Wang, Shikha Bordia et al.*438 citations · our summary*
10. **[Massively Multilingual Neural Machine Translation](https://aclanthology.org/N19-1388/)**Roee Aharoni, Melvin Johnson, Orhan Firat*394 citations*
11. **[End-to-End Open-Domain Question Answering with BERTserini](https://md.research.elamur.ai/free/en/papers/yang-2019-end-end-open-domain-question/)**Wei Yang, Yuqing Xie, Aileen Lin et al.*391 citations · our summary*
12. **[FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP](https://md.research.elamur.ai/free/en/papers/akbik-2019-flair-easy-use-framework-state/)**Alan Akbik, Tanja Bergmann, Duncan Blythe et al.*343 citations · our summary*
13. **[DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs](https://md.research.elamur.ai/free/en/papers/dua-2019-drop-reading-comprehension-benchmark-requiring/)**Dheeru Dua, Yizhong Wang, Pradeep Dasigi et al.*339 citations · our summary*
14. **[Gender Bias in Contextualized Word Embeddings](https://md.research.elamur.ai/free/en/papers/zhao-2019-gender-bias-contextualized-word-embeddings/)**Jieyu Zhao, Tianlu Wang, Mark Yatskar et al.*319 citations · our summary*
15. **[BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions](https://md.research.elamur.ai/free/en/papers/clark-2019-boolq-exploring-surprising-difficulty-natural/)**Christopher Clark, Kenton Lee, Ming-Wei Chang et al.*312 citations · our summary*
16. **[A general framework for information extraction using dynamic span graphs](https://md.research.elamur.ai/free/en/papers/luan-2019-general-framework-information-extraction-dynamic/)**Yi Luan, Dave Wadden, Luheng He et al.*311 citations · our summary*
17. **[Competence-based Curriculum Learning for Neural Machine Translation](https://aclanthology.org/N19-1119/)**Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig et al.*304 citations*
18. **[BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis](https://aclanthology.org/N19-1242/)**Hu Xu, Bing Liu, Lei Shu et al.*295 citations*
19. **[Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout](https://md.research.elamur.ai/free/en/papers/tan-2019-learning-navigate-unseen-environments-back/)**Hao Tan, Licheng Yu, Mohit Bansal*289 citations · our summary*
20. **[Pooled Contextualized Embeddings for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/akbik-2019-pooled-contextualized-embeddings-named-entity/)**Alan Akbik, Tanja Bergmann, Roland Vollgraf*286 citations · our summary*
21. **[A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization](https://aclanthology.org/N19-1226/)**Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen et al.*267 citations*
22. **[Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings](https://md.research.elamur.ai/free/en/papers/manzini-2019-black-is-criminal-as-caucasian/)**Thomas Manzini, Lim Yao Chong, Alan W Black et al.*255 citations · our summary*
23. **[Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog](https://md.research.elamur.ai/free/en/papers/schuster-2019-cross-lingual-transfer-learning-multilingual/)**Sebastian Schuster, Sonal Gupta, Rushin Shah et al.*246 citations · our summary*
24. **[What makes a good conversation? How controllable attributes affect human judgments](https://md.research.elamur.ai/free/en/papers/see-2019-what-makes-good-conversation-how/)**Abigail See, Stephen Roller, Douwe Kiela et al.*241 citations · our summary*
25. **[Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks](https://aclanthology.org/N19-1306/)**Ningyu Zhang, Shumin Deng, Zhanlin Sun et al.*236 citations*

[See all 481 papers in NAACL 2019 — accepted papers →](https://md.research.elamur.ai/free/en/venues/naacl/2019/papers/)

## Papers with our summary in our library (69)

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

1. **[BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://md.research.elamur.ai/free/en/papers/devlin-2019-bert-pre-training-deep-bidirectional/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jacob Devlin, Ming-Wei Chang, Kenton Lee, et al.*2019 · 55,571 citations*
2. **[fairseq: A Fast, Extensible Toolkit for Sequence Modeling](https://md.research.elamur.ai/free/en/papers/ott-2019-fairseq-fast-extensible-toolkit-sequence/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Myle Ott, Sergey Edunov, Alexei Baevski, et al.*2019 · 3,951 citations*
3. **[CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/talmor-2019-commonsenseqa-question-answering-challenge-targeting/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Alon Talmor, Jonathan Herzig, Nicholas Lourie, et al.*2019 · 1,639 citations*
4. **[BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions](https://md.research.elamur.ai/free/en/papers/clark-2019-boolq-exploring-surprising-difficulty-natural/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Christopher Clark, Kenton Lee, Ming-Wei Chang, et al.*2019 · 1,301 citations*
5. **[A Structural Probe for Finding Syntax in Word Representations](https://md.research.elamur.ai/free/en/papers/hewitt-2019-structural-probe-finding-syntax-word/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**John Hewitt, Christopher D. Manning*2019 · 1,232 citations*
6. **[Predicting the Type and Target of Offensive Posts in Social Media](https://md.research.elamur.ai/free/en/papers/zampieri-2019-predicting-type-target-offensive-posts/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.*2019 · 1,118 citations*
7. **[Linguistic Knowledge and Transferability of Contextual Representations](https://md.research.elamur.ai/free/en/papers/liu-2019-linguistic-knowledge-transferability-contextual-representations/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Nelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.*2019 · 1,015 citations*
8. **[Attention is not Explanation](https://md.research.elamur.ai/free/en/papers/jain-2019-attention-is-not-explanation/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sarthak Jain, Byron C. Wallace*2019 · 1,005 citations*
9. [**DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs**Dheeru Dua, Yizhong Wang, Pradeep Dasigi, et al.*2019 · 943 citations*](https://md.research.elamur.ai/free/en/papers/dua-2019-drop-reading-comprehension-benchmark-requiring/)
10. **[On Measuring Social Biases in Sentence Encoders](https://md.research.elamur.ai/free/en/papers/may-2019-measuring-social-biases-sentence-encoders/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Chandler May, Alex Wang, Shikha Bordia, et al.*2019 · 761 citations*
11. **[Transfer Learning in Natural Language Processing](https://md.research.elamur.ai/free/en/papers/ruder-2019-transfer-learning-natural-language-processing/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al.*2019 · 704 citations*
12. **[FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP](https://md.research.elamur.ai/free/en/papers/akbik-2019-flair-easy-use-framework-state/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Alan Akbik, Tanja Bergmann, Duncan Blythe, et al.*2019 · 647 citations*
13. **[WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations](https://md.research.elamur.ai/free/en/papers/pilehvar-2019-wic-word-context-dataset-evaluating/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Mohammad Taher Pilehvar, Jose Camacho-Collados*2019 · 594 citations*
14. **[PAWS: Paraphrase Adversaries from Word Scrambling](https://md.research.elamur.ai/free/en/papers/zhang-2019-paws-paraphrase-adversaries-word-scrambling/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yuan Zhang, Jason Baldridge, Luheng He*2019 · 587 citations*
15. **[End-to-End Open-Domain Question Answering with BERTserini](https://md.research.elamur.ai/free/en/papers/yang-2019-end-end-open-domain-question/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Wei Yang, Yuqing Xie, Aileen Lin, et al.*2019 · 542 citations*
16. **[Gender Bias in Contextualized Word Embeddings](https://md.research.elamur.ai/free/en/papers/zhao-2019-gender-bias-contextualized-word-embeddings/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jieyu Zhao, Tianlu Wang, Mark Yatskar, et al.*2019 · 505 citations*
17. **[MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms](https://md.research.elamur.ai/free/en/papers/amini-2019-mathqa-interpretable-math-word-problem/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Aida Amini, Saadia Gabriel, Shanchuan Lin, et al.*2019 · 501 citations*
18. **[MuST-C: a Multilingual Speech Translation Corpus](https://md.research.elamur.ai/free/en/papers/gangi-2019-must-c-multilingual-speech-translation/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Mattia A. Di Gangi, Roldano Cattoni, Luisa Bentivogli, et al.*2019 · 436 citations*
19. **[A general framework for information extraction using dynamic span graphs](https://md.research.elamur.ai/free/en/papers/luan-2019-general-framework-information-extraction-dynamic/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Yi Luan, Dave Wadden, Luheng He, et al.*2019 · 430 citations*
20. **[Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them](https://md.research.elamur.ai/free/en/papers/gonen-2019-lipstick-pig-debiasing-methods-cover/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hila Gonen, Yoav Goldberg*2019 · 413 citations*
21. **[Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog](https://md.research.elamur.ai/free/en/papers/schuster-2019-cross-lingual-transfer-learning-multilingual/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sebastian Schuster, Sonal Gupta, Rushin Shah, et al.*2019 · 391 citations*
22. **[Pooled Contextualized Embeddings for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/akbik-2019-pooled-contextualized-embeddings-named-entity/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Alan Akbik, Tanja Bergmann, Roland Vollgraf*2019 · 385 citations*
23. **[What makes a good conversation? How controllable attributes affect human judgments](https://md.research.elamur.ai/free/en/papers/see-2019-what-makes-good-conversation-how/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Abigail See, Stephen Roller, Douwe Kiela, et al.*2019 · 372 citations*
24. **[Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence](https://md.research.elamur.ai/free/en/papers/sun-2019-utilizing-bert-aspect-based-sentiment/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Chi Sun, Luyao Huang, Xipeng Qiu*2019 · 357 citations*
25. **[Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout](https://md.research.elamur.ai/free/en/papers/tan-2019-learning-navigate-unseen-environments-back/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hao Tan, Licheng Yu, Mohit Bansal*2019 · 347 citations*

[See all 69 works in NAACL 2019 — accepted papers →](https://md.research.elamur.ai/free/en/venues/naacl/2019/works/)

## Top topics

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

[Machine translation (8)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Question answering (6)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Reasoning (5)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining (4)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Text generation (4)](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Evaluation & benchmarks (4)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Coreference resolution (3)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Dialogue systems (3)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Speech & spoken language (3)](https://md.research.elamur.ai/free/en/topics/speech/) · [Multilingual & cross-lingual NLP (3)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Syntax & grammar formalisms (3)](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Bias, fairness & safety (3)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [English (3)](https://md.research.elamur.ai/free/en/topics/english/) · [Discourse analysis (2)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Speech act theory (2)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/)

**13 more topics**

[Information extraction (2)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Sentiment & emotion (2)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Summarization (2)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Semantic parsing & meaning representation (2)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Vision & language (2)](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Named entity recognition (1)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Dependency parsing (1)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Universal Dependencies (1)](https://md.research.elamur.ai/free/en/topics/universal-dependencies/) · [Low-resource languages (1)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Morphology (1)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Knowledge graphs & ontologies (1)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Psycholinguistics & language acquisition (1)](https://md.research.elamur.ai/free/en/topics/psycholinguistics/) · [Interpretability (1)](https://md.research.elamur.ai/free/en/topics/interpretability/)

## Fields

[Computer Science (69)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (65)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (5)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Psychology (3)](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/) · [Decision Sciences (1)](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Neuroscience (1)](https://md.research.elamur.ai/free/en/shelves/neuroscience/)

## Top authors

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

[🧑‍🔬**Hannaneh Hajishirzi**3 works here · 1,217 citations](https://md.research.elamur.ai/free/en/authors/hannaneh-hajishirzi/) · [🧑‍🔬**Kenton Lee**2 works here · 56,872 citations](https://md.research.elamur.ai/free/en/authors/kenton-lee/) · [🧑‍🔬**Kristina Toutanova**2 works here · 56,872 citations](https://md.research.elamur.ai/free/en/authors/kristina-toutanova/) · [🧑‍🔬**Ming-Wei Chang**2 works here · 56,872 citations](https://md.research.elamur.ai/free/en/authors/ming-wei-chang/) · [🧑‍🔬**Matt Gardner**2 works here · 1,958 citations](https://md.research.elamur.ai/free/en/authors/matt-gardner/) · [🧑‍🔬**Matthew Peters**2 works here · 1,719 citations](https://md.research.elamur.ai/free/en/authors/matthew-peters/) · [🧑‍🔬**Byron C. Wallace**2 works here · 1,164 citations](https://md.research.elamur.ai/free/en/authors/byron-c-wallace/) · [🧑‍🔬**Nelson F. Liu**2 works here · 1,152 citations](https://md.research.elamur.ai/free/en/authors/nelson-f-liu/) · [🧑‍🔬**Noah A. Smith**2 works here · 1,152 citations](https://md.research.elamur.ai/free/en/authors/noah-a-smith/) · [🧑‍🔬**Alan Akbik**2 works here · 1,032 citations](https://md.research.elamur.ai/free/en/authors/alan-akbik/) · [🧑‍🔬**Roland Vollgraf**2 works here · 1,032 citations](https://md.research.elamur.ai/free/en/authors/roland-vollgraf/) · [🧑‍🔬**Tanja Bergmann**2 works here · 1,032 citations](https://md.research.elamur.ai/free/en/authors/tanja-bergmann/)

## Top institutions

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

[🎓**Massachusetts Institute of Technology** Cambridge · United States 6 works here](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 5 works here](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**Johns Hopkins University** Baltimore · United States 4 works here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🏢**Meta** Menlo Park · United States 4 works here](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 4 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🏢**IBM** Armonk · United States 3 works here](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Harvard University** Cambridge · United States 3 works here](https://md.research.elamur.ai/free/en/universities/harvard-university/) · [🎓**University of Washington** Seattle · United States 3 works here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🔬**MIT Computer Science and Artificial Intelligence Laboratory** Cambridge · United States 3 works here](https://md.research.elamur.ai/free/en/labs/mit-computer-science-and-artificial-intelligence-laboratory/) · [🏢**Microsoft** Redmond · United States 2 works here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**University of Cambridge** Cambridge · United Kingdom 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🎓**University of Amsterdam** Amsterdam · Netherlands 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-amsterdam/)

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

- [← previous NAACL 2018](https://md.research.elamur.ai/free/en/venues/naacl/2018/)
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