📰 NAACL 2018 — accepted papers

NAACL 2018 is the 2018 edition of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), held in New Orleans, Louisiana, June 2018 (publisher: Association for Computational Linguistics). The ACL Anthology lists 383 papers of it in 5 tracks; our library holds 66 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Human Language Technologies, Volume 1 (Long Papers205Human Language Technologies, Volume 2 (Short Papers125Human Language Technologies, Volume 3 (Industry Papers27Demonstrations20Tutorial Abstracts6

Most cited papers

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

1. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer et al. · Human Language Technologies, Volume 1 (Long Papers11,541 citations · our summary
2. A Broad-Coverage Challenge Corpus for Sentence Understanding through InferenceAdina Williams, Nikita Nangia, Samuel R. Bowman · Human Language Technologies, Volume 1 (Long Papers3,231 citations
3. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani · Human Language Technologies, Volume 2 (Short Papers2,401 citations · our summary
4. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos et al. · Human Language Technologies, Volume 1 (Long Papers1,287 citations · our summary
5. Annotation Artifacts in Natural Language Inference DataSuchin Gururangan, Swabha Swayamdipta, Omer Levy et al. · Human Language Technologies, Volume 2 (Short Papers894 citations
6. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen et al. · Human Language Technologies, Volume 2 (Short Papers865 citations · our summary
7. Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi · Human Language Technologies, Volume 1 (Long Papers678 citations · our summary
8. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar et al. · Human Language Technologies, Volume 2 (Short Papers645 citations · our summary
9. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim et al. · Human Language Technologies, Volume 2 (Short Papers630 citations · our summary
10. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel et al. · Human Language Technologies, Volume 1 (Long Papers615 citations · our summary

All accepted papers (383)

The most cited first; 66 with our summary link to their page here, the others to the original.

1. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer et al. · Human Language Technologies, Volume 1 (Long Papers11,541 citations · our summary
2. A Broad-Coverage Challenge Corpus for Sentence Understanding through InferenceAdina Williams, Nikita Nangia, Samuel R. Bowman · Human Language Technologies, Volume 1 (Long Papers3,231 citations
3. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani · Human Language Technologies, Volume 2 (Short Papers2,401 citations · our summary
4. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos et al. · Human Language Technologies, Volume 1 (Long Papers1,287 citations · our summary
5. Annotation Artifacts in Natural Language Inference DataSuchin Gururangan, Swabha Swayamdipta, Omer Levy et al. · Human Language Technologies, Volume 2 (Short Papers894 citations
6. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen et al. · Human Language Technologies, Volume 2 (Short Papers865 citations · our summary
7. Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi · Human Language Technologies, Volume 1 (Long Papers678 citations · our summary
8. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar et al. · Human Language Technologies, Volume 2 (Short Papers645 citations · our summary
9. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim et al. · Human Language Technologies, Volume 2 (Short Papers630 citations · our summary
10. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel et al. · Human Language Technologies, Volume 1 (Long Papers615 citations · our summary
11. Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsSosuke Kobayashi · Human Language Technologies, Volume 2 (Short Papers603 citations · our summary
12. Explainable Prediction of Medical Codes from Clinical TextJames Mullenbach, Sarah Wiegreffe, Jon Duke et al. · Human Language Technologies, Volume 1 (Long Papers563 citations · our summary
13. Slot-Gated Modeling for Joint Slot Filling and Intent PredictionChih-Wen Goo, Guang Gao, Yun-Kai Hsu et al. · Human Language Technologies, Volume 2 (Short Papers497 citations · our summary
14. The Web as a Knowledge-Base for Answering Complex QuestionsAlon Talmor, Jonathan Berant · Human Language Technologies, Volume 1 (Long Papers496 citations · our summary
15. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi · Human Language Technologies, Volume 1 (Long Papers479 citations · our summary
16. Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style TransferJuncen Li, Robin Jia, He He et al. · Human Language Technologies, Volume 1 (Long Papers468 citations
17. Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave et al. · Human Language Technologies, Volume 1 (Long Papers465 citations · our summary
18. Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosDevamanyu Hazarika, Soujanya Poria, Amir Zadeh et al. · Human Language Technologies, Volume 1 (Long Papers463 citations · our summary
19. Gender Bias in Coreference ResolutionRachel Rudinger, Jason Naradowsky, Brian Leonard et al. · Human Language Technologies, Volume 2 (Short Papers429 citations · our summary
20. Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word EmbeddingsYan Song, Shuming Shi, Jing Li et al. · Human Language Technologies, Volume 2 (Short Papers380 citations · our summary
21. Higher-Order Coreference Resolution with Coarse-to-Fine InferenceKenton Lee, Luheng He, Luke Zettlemoyer · Human Language Technologies, Volume 2 (Short Papers371 citations · our summary
22. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth et al. · Human Language Technologies, Volume 1 (Long Papers370 citations · our summary
23. Deep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He et al. · Human Language Technologies, Volume 1 (Long Papers323 citations · our summary
24. Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel Tetreault · Human Language Technologies, Volume 1 (Long Papers321 citations · our summary
25. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula et al. · Human Language Technologies, Volume 3 (Industry Papers317 citations · our summary

See all 383 papers in NAACL 2018 — accepted papers →

📄 Papers with our summary in our library (66)

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

1. Deep Contextualized Word RepresentationsMatthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 14,852 citations
2. Self-Attention with Relative Position RepresentationsPeter Shaw, Jakob Uszkoreit, Ashish Vaswani2018 · 2,820 citations
3. FEVER: a Large-scale Dataset for Fact Extraction and VERificationJames Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al.2018 · 2,207 citations
4. Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2018 · 1,186 citations
5. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,022 citations
6. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, et al.2018 · 944 citations
7. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 937 citations
8. Gender Bias in Coreference ResolutionRachel Rudinger, Jason Naradowsky, Brian Leonard, et al.2018 · 852 citations
9. Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi2018 · 842 citations
10. The Web as a Knowledge-Base for Answering Complex QuestionsAlon Talmor, Jonathan Berant2018 · 814 citations
11. Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsSosuke Kobayashi2018 · 807 citations
12. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesMax Grusky, Mor Naaman, Yoav Artzi2018 · 785 citations
13. Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 760 citations
14. Explainable Prediction of Medical Codes from Clinical TextJames Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 719 citations
15. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.2018 · 671 citations
16. Slot-Gated Modeling for Joint Slot Filling and Intent PredictionChih-Wen Goo, Guang Gao, Yun-Kai Hsu, et al.2018 · 655 citations
17. Higher-Order Coreference Resolution with Coarse-to-Fine InferenceKenton Lee, Luheng He, Luke Zettlemoyer2018 · 614 citations
18. Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style TransferSudha Rao, Joel Tetreault2018 · 582 citations
19. Conversational Memory Network for Emotion Recognition in Dyadic Dialogue VideosDevamanyu Hazarika, Soujanya Poria, Amir Zadeh, et al.2018 · 542 citations
20. When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 468 citations
21. Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word EmbeddingsYan Song, Shuming Shi, Jing Li, et al.2018 · 442 citations
22. Deep Communicating Agents for Abstractive SummarizationAsli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 438 citations
23. Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar2018 · 437 citations
24. Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 398 citations
25. A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 378 citations

See all 66 works in NAACL 2018 — accepted papers →

🧭 Top topics

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

🔁Machine translation (10)English (7)🔗Coreference resolution (6)📏Evaluation & benchmarks (5)📝Summarization (4)😊Sentiment & emotion (3)🗨️Dialogue systems (3)🧮Reasoning (3)🧾Semantic parsing & meaning representation (3)🏷️Named entity recognition (2)🧵Discourse analysis (2)🌐Universal Dependencies (2)🧠Language models & pretraining (2)❓Question answering (2)🌍Multilingual & cross-lingual NLP (2)

📚 Fields

🖥️Computer Science (66)🎭Arts and Humanities (63)🧬Biochemistry, Genetics and Molecular Biology (4)🤝Social Sciences (4)💭Psychology (2)🎯Decision Sciences (1)🏥Health Professions (1)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🏢GoogleMountain View · United States8 works here🎓Carnegie Mellon UniversityPittsburgh · United States8 works here🎓University of WashingtonSeattle · United States7 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States7 works here🎓Johns Hopkins UniversityBaltimore · United States5 works here🏢AmazonSeattle · United States4 works here🎓University of CambridgeCambridge · United Kingdom4 works here🎓University of EdinburghEdinburgh · United Kingdom4 works here🎓Georgetown UniversityWashington · United States3 works here🎓Hamad bin Khalifa UniversityDoha · Qatar3 works here🎓Massachusetts Institute of TechnologyCambridge · United States3 works here🏢MicrosoftRedmond · United States2 works here

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

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/naacl/2018/