📰 NAACL 2016 — accepted papers

NAACL 2016 is the 2016 edition of the Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), held in San Diego, California, June 2016 (publisher: Association for Computational Linguistics). The ACL Anthology lists 207 papers of it in 3 tracks; our library holds 40 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main181Demonstrations20Tutorial Abstracts6

Most cited papers

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

1. “Why Should I Trust You?”: Explaining the Predictions of Any ClassifierMarco Ribeiro, Sameer Singh, Carlos Guestrin · Demonstrations5,419 citations
2. Hierarchical Attention Networks for Document ClassificationZichao Yang, Diyi Yang, Chris Dyer et al.4,712 citations · our summary
3. Neural Architectures for Named Entity RecognitionGuillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al.4,271 citations · our summary
4. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett et al.1,926 citations · our summary
5. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksSumit Chopra, Michael Auli, Alexander M. Rush881 citations · our summary
6. Joint Event Extraction via Recurrent Neural NetworksThien Huu Nguyen, Kyunghyun Cho, Ralph Grishman647 citations · our summary
7. Visualizing and Understanding Neural Models in NLPJiwei Li, Xinlei Chen, Eduard Hovy et al.625 citations · our summary
8. A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense StoriesNasrin Mostafazadeh, Nathanael Chambers, Xiaodong He et al.589 citations
9. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio562 citations · our summary
10. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen560 citations · our summary

All accepted papers (207)

The most cited first; 40 with our summary link to their page here, the others to the original.

1. “Why Should I Trust You?”: Explaining the Predictions of Any ClassifierMarco Ribeiro, Sameer Singh, Carlos Guestrin · Demonstrations5,419 citations
2. Hierarchical Attention Networks for Document ClassificationZichao Yang, Diyi Yang, Chris Dyer et al.4,712 citations · our summary
3. Neural Architectures for Named Entity RecognitionGuillaume Lample, Miguel Ballesteros, Sandeep Subramanian et al.4,271 citations · our summary
4. A Diversity-Promoting Objective Function for Neural Conversation ModelsJiwei Li, Michel Galley, Chris Brockett et al.1,926 citations · our summary
5. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksSumit Chopra, Michael Auli, Alexander M. Rush881 citations · our summary
6. Joint Event Extraction via Recurrent Neural NetworksThien Huu Nguyen, Kyunghyun Cho, Ralph Grishman647 citations · our summary
7. Visualizing and Understanding Neural Models in NLPJiwei Li, Xinlei Chen, Eduard Hovy et al.625 citations · our summary
8. A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense StoriesNasrin Mostafazadeh, Nathanael Chambers, Xiaodong He et al.589 citations
9. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio562 citations · our summary
10. Learning Distributed Representations of Sentences from Unlabelled DataFelix Hill, Kyunghyun Cho, Anna Korhonen560 citations · our summary
11. Recurrent Neural Network GrammarsChris Dyer, Adhiguna Kuncoro, Miguel Ballesteros et al.504 citations
12. Learning to Compose Neural Networks for Question AnsweringJacob Andreas, Marcus Rohrbach, Trevor Darrell et al.446 citations · our summary
13. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksJi Young Lee, Franck Dernoncourt434 citations · our summary
14. Learning Natural Language Inference with LSTMShuohang Wang, Jing Jiang408 citations · our summary
15. Farasa: A Fast and Furious Segmenter for ArabicAhmed Abdelali, Kareem Darwish, Nadir Durrani et al. · Demonstrations371 citations · our summary
16. Counter-fitting Word Vectors to Linguistic ConstraintsNikola Mrkšić, Diarmuid Ó Séaghdha, Blaise Thomson et al.354 citations
17. Emergent: a novel data-set for stance classificationWilliam Ferreira, Andreas Vlachos348 citations · our summary
18. Bidirectional RNN for Medical Event Detection in Electronic Health RecordsAbhyuday N Jagannatha, Hong Yu304 citations
19. Multi-Source Neural TranslationBarret Zoph, Kevin Knight300 citations · our summary
20. Controlling Politeness in Neural Machine Translation via Side ConstraintsRico Sennrich, Barry Haddow, Alexandra Birch268 citations · our summary
21. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentHongyuan Mei, Mohit Bansal, Matthew R. Walter237 citations · our summary
22. Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity MeasurementHua He, Jimmy Lin232 citations · our summary
23. Grammatical error correction using neural machine translationZheng Yuan, Ted Briscoe221 citations
24. Joint Extraction of Events and Entities within a Document ContextBishan Yang, Tom M. Mitchell220 citations · our summary
25. Black Holes and White Rabbits: Metaphor Identification with Visual FeaturesEkaterina Shutova, Douwe Kiela, Jean Maillard218 citations · our summary

See all 207 papers in NAACL 2016 — accepted papers →

📄 Papers with our summary in our library (40)

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

1. Hierarchical Attention Networks for Document ClassificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,423 citations
2. Neural Architectures for Named Entity RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, et al.2016 · 5,311 citations
3. A Diversity-Promoting Objective Function for Neural Conversation ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,939 citations
4. Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sumit Chopra, Michael Auli, Alexander M. Rush2016 · 1,091 citations
5. Joint Event Extraction via Recurrent Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman2016 · 882 citations
6. Visualizing and Understanding Neural Models in NLPConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiwei Li, Xinlei Chen, Eduard Hovy, et al.2016 · 848 citations
7. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Orhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 825 citations
8. Learning Distributed Representations of Sentences from Unlabelled DataConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Felix Hill, Kyunghyun Cho, Anna Korhonen2016 · 756 citations
9. Learning to Compose Neural Networks for Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.2016 · 552 citations
10. Sequential Short-Text Classification with Recurrent and Convolutional Neural NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ji Young Lee, Franck Dernoncourt2016 · 512 citations
11. Farasa: A Fast and Furious Segmenter for ArabicAhmed Abdelali, Kareem Darwish, Nadir Durrani, et al.2016 · 507 citations
12. Learning Natural Language Inference with LSTMConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shuohang Wang, Jing Jiang2016 · 495 citations
13. Controlling Politeness in Neural Machine Translation via Side ConstraintsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Rico Sennrich, Barry Haddow, Alexandra Birch2016 · 468 citations
14. Emergent: a novel data-set for stance classificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)William Ferreira, Andreas Vlachos2016 · 458 citations
15. Multi-Source Neural TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Barret Zoph, Kevin Knight2016 · 434 citations
16. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 352 citations
17. Visual StorytellingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ting-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 346 citations
18. Joint Extraction of Events and Entities within a Document ContextConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bishan Yang, Tom M. Mitchell2016 · 317 citations
19. Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity MeasurementConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hua He, Jimmy Lin2016 · 295 citations
20. Black Holes and White Rabbits: Metaphor Identification with Visual FeaturesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ekaterina Shutova, Douwe Kiela, Jean Maillard2016 · 292 citations
21. Multilingual Language Processing From BytesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dan Gillick, Cliff Brunk, Oriol Vinyals, et al.2016 · 278 citations
22. Learning Global Features for Coreference ResolutionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sam Wiseman, Alexander M. Rush, Stuart M. Shieber2016 · 264 citations
23. Multi-domain Neural Network Language Generation for Spoken Dialogue SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2016 · 242 citations
24. Incorporating Structural Alignment Biases into an Attentional Neural Translation ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, et al.2016 · 239 citations
25. Neural Network-Based Abstract Generation for Opinions and ArgumentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Lu Wang, Wang Ling2016 · 200 citations

See all 40 works in NAACL 2016 — accepted papers →

🧭 Top topics

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

🔁Machine translation (5)English (4)🔗Coreference resolution (3)🌍Multilingual & cross-lingual NLP (3)🧵Discourse analysis (2)🔤Part-of-speech tagging (2)🏷️Named entity recognition (1)❓Question answering (1)🔎Information extraction (1)😊Sentiment & emotion (1)📝Summarization (1)✍️Text generation (1)🗨️Dialogue systems (1)🧮Reasoning (1)Semitic languages (1)

📚 Fields

🖥️Computer Science (39)🎭Arts and Humanities (38)💭Psychology (2)🤝Social Sciences (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 States7 works here🏢GoogleMountain View · United States3 works here🎓University of WashingtonSeattle · United States3 works here🎓University of CambridgeCambridge · United Kingdom3 works here🎓New York UniversityNew York · United States3 works here🏢MicrosoftRedmond · United States2 works here🎓Harvard UniversityCambridge · United States2 works here🎓Toyota Technological Institute at ChicagoChicago · United States2 works here🏢MetaMenlo Park · United States2 works here🏢Microsoft Research (United Kingdom)Cambridge · United Kingdom2 works here🎓University of AmsterdamAmsterdam · Netherlands2 works here🎓Stanford UniversityStanford · 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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