📰 ACL 2017 — accepted papers

ACL 2017 is the 2017 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Vancouver, Canada, July 2017 (publisher: Association for Computational Linguistics). The ACL Anthology lists 329 papers of it in 4 tracks; our library holds 72 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Long Papers195Short Papers107Main21Tutorial Abstracts6

Most cited papers

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

1. Get To The Point: Summarization with Pointer-Generator NetworksAbigail See, Peter J. Liu, Christopher D. Manning · Long Papers3,707 citations
2. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld et al. · Long Papers1,601 citations · our summary
3. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionWilliam Yang Wang · Short Papers1,516 citations · our summary
4. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston et al. · Long Papers1,499 citations · our summary
5. Enhanced LSTM for Natural Language InferenceQian Chen, Xiaodan Zhu, Zhen-Hua Ling et al. · Long Papers1,113 citations
6. Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika et al. · Long Papers894 citations · our summary
7. Deep Pyramid Convolutional Neural Networks for Text CategorizationRie Johnson, Tong Zhang · Long Papers823 citations
8. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao et al. · Long Papers787 citations · our summary
9. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi · Long Papers725 citations · our summary
10. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie · Long Papers688 citations · our summary

All accepted papers (329)

The most cited first; 72 with our summary link to their page here, the others to the original.

1. Get To The Point: Summarization with Pointer-Generator NetworksAbigail See, Peter J. Liu, Christopher D. Manning · Long Papers3,707 citations
2. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld et al. · Long Papers1,601 citations · our summary
3. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionWilliam Yang Wang · Short Papers1,516 citations · our summary
4. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston et al. · Long Papers1,499 citations · our summary
5. Enhanced LSTM for Natural Language InferenceQian Chen, Xiaodan Zhu, Zhen-Hua Ling et al. · Long Papers1,113 citations
6. Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika et al. · Long Papers894 citations · our summary
7. Deep Pyramid Convolutional Neural Networks for Text CategorizationRie Johnson, Tong Zhang · Long Papers823 citations
8. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao et al. · Long Papers787 citations · our summary
9. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi · Long Papers725 citations · our summary
10. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie · Long Papers688 citations · our summary
11. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei et al. · Long Papers666 citations · our summary
12. Detect Rumors in Microblog Posts Using Propagation Structure via Kernel LearningJing Ma, Wei Gao, Kam-Fai Wong · Long Papers637 citations · our summary
13. Semi-supervised sequence tagging with bidirectional language modelsMatthew E. Peters, Waleed Ammar, Chandra Bhagavatula et al. · Long Papers624 citations · our summary
14. Adversarial Multi-task Learning for Text ClassificationPengfei Liu, Xipeng Qiu, Xuanjing Huang · Long Papers601 citations · our summary
15. A Syntactic Neural Model for General-Purpose Code GenerationPengcheng Yin, Graham Neubig · Long Papers574 citations · our summary
16. Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based ChatbotsYu Wu, Wei Wu, Chen Xing et al. · Long Papers506 citations · our summary
17. Neural Belief Tracker: Data-Driven Dialogue State TrackingNikola Mrkšić, Diarmuid Ó Séaghdha, Tsung-Hsien Wen et al. · Long Papers459 citations
18. Learning bilingual word embeddings with (almost) no bilingual dataMikel Artetxe, Gorka Labaka, Eneko Agirre · Long Papers455 citations · our summary
19. Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis et al. · Long Papers420 citations · our summary
20. An Unsupervised Neural Attention Model for Aspect ExtractionRuidan He, Wee Sun Lee, Hwee Tou Ng et al. · Long Papers408 citations · our summary
21. A Convolutional Encoder Model for Neural Machine TranslationJonas Gehring, Michael Auli, David Grangier et al. · Long Papers405 citations · our summary
22. Creating Training Corpora for NLG Micro-PlannersClaire Gardent, Anastasia Shimorina, Shashi Narayan et al. · Long Papers382 citations · our summary
23. Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak SupervisionChen Liang, Jonathan Berant, Quoc Le et al. · Long Papers381 citations
24. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar · Long Papers378 citations · our summary
25. Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on TwitterSvitlana Volkova, Kyle Shaffer, Jin Yea Jang et al. · Short Papers375 citations

See all 329 papers in ACL 2017 — accepted papers →

📄 Papers with our summary in our library (72)

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

1. TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading ComprehensionMandar Joshi, Eunsol Choi, Daniel Weld, et al.2017 · 3,213 citations
2. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,469 citations
3. Reading Wikipedia to Answer Open-Domain QuestionsDanqi Chen, Adam Fisch, Jason Weston, et al.2017 · 2,260 citations
4. “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News DetectionWilliam Yang Wang2017 · 1,807 citations
5. Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,027 citations
6. Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi2017 · 990 citations
7. Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 916 citations
8. Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 906 citations
9. Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 827 citations
10. Semi-supervised sequence tagging with bidirectional language modelsMatthew E. Peters, Waleed Ammar, Chandra Bhagavatula, et al.2017 · 790 citations
11. A Syntactic Neural Model for General-Purpose Code GenerationPengcheng Yin, Graham Neubig2017 · 774 citations
12. Adversarial Multi-task Learning for Text ClassificationPengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 725 citations
13. Detect Rumors in Microblog Posts Using Propagation Structure via Kernel LearningJing Ma, Wei Gao, Kam-Fai Wong2017 · 714 citations
14. Learning bilingual word embeddings with (almost) no bilingual dataMikel Artetxe, Gorka Labaka, Eneko Agirre2017 · 685 citations
15. Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
16. Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based ChatbotsYu Wu, Wei Wu, Chen Xing, et al.2017 · 629 citations
17. Deep Semantic Role Labeling: What Works and What's NextLuheng He, Kenton Lee, Mike Lewis, et al.2017 · 592 citations
18. Simple and Effective Multi-Paragraph Reading ComprehensionChristopher Clark, Matt Gardner2017 · 558 citations
19. Automatic Annotation and Evaluation of Error Types for Grammatical Error CorrectionChristopher Bryant, Mariano Felice, Ted Briscoe2017 · 534 citations
20. Creating Training Corpora for NLG Micro-PlannersClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 528 citations
21. Lexically Constrained Decoding for Sequence Generation Using Grid Beam SearchChris Hokamp, Qun Liu2017 · 520 citations
22. Towards an Automatic Turing Test: Learning to Evaluate Dialogue ResponsesRyan Lowe, Michael Noseworthy, Iulian V. Serban, et al.2017 · 495 citations
23. A Convolutional Encoder Model for Neural Machine TranslationJonas Gehring, Michael Auli, David Grangier, et al.2017 · 490 citations
24. EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar2017 · 487 citations
25. What do Neural Machine Translation Models Learn about Morphology?Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations

See all 72 works in ACL 2017 — accepted papers →

🧭 Top topics

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

🔁Machine translation (13)English (8)🧵Discourse analysis (6)❓Question answering (6)😊Sentiment & emotion (5)🗨️Dialogue systems (5)🌳Dependency parsing (3)🔎Information extraction (3)🌍Multilingual & cross-lingual NLP (3)🧩Morphology (3)🏷️Named entity recognition (2)🔗Coreference resolution (2)🌐Universal Dependencies (2)📝Summarization (2)✍️Text generation (2)

📚 Fields

🖥️Computer Science (72)🎭Arts and Humanities (66)💭Psychology (4)🤝Social Sciences (3)🎯Decision Sciences (1)⚛️Physics and Astronomy (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.

🎓Carnegie Mellon UniversityPittsburgh · United States8 works here🔬Allen Institute for Artificial IntelligenceSeattle · United States7 works here🎓University of WashingtonSeattle · United States6 works here🎓Bar-Ilan UniversityRamat Gan · Israel3 works here🏛️Chinese Academy of SciencesBeijing · China3 works here🎓Peking UniversityBeijing · China3 works here🔬Institute of AutomationBeijing · China3 works here🏢Microsoft Research AsiaBeijing · China3 works here🏢MetaMenlo Park · United States3 works here🎓Massachusetts Institute of TechnologyCambridge · United States3 works here🎓Stanford UniversityStanford · United States3 works here🎓University of Southern CaliforniaLos Angeles · United States2 works here

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

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