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ACL 2018 — accepted papers

ACL 2018 is the 2018 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Melbourne, Australia, July 2018 (publisher: Association for Computational Linguistics). The ACL Anthology lists 413 papers of it in 4 tracks; our library holds 89 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 413papers in the proceedings 89works in our library 39,380citations of these works Melbourne, Australiawhere it was held July 2018when

Tracks

Long Papers256Short Papers125Main24Tutorial Abstracts8

Most cited papers

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

  1. Universal Language Model Fine-tuning for Text ClassificationJeremy Howard, Sebastian Ruder · Long Papers3,882 citations
  2. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang · Short Papers2,197 citations · our summary
  3. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningPiyush Sharma, Nan Ding, Sebastian Goodman et al. · Long Papers1,804 citations · our summary
  4. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria et al. · Long Papers1,342 citations · our summary
  5. Hierarchical Neural Story GenerationAngela Fan, Mike Lewis, Yann Dauphin · Long Papers1,215 citations
  6. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek et al. · Long Papers1,153 citations · our summary
  7. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan et al. · Long Papers1,096 citations · our summary
  8. Subword Regularization: Improving Neural Network Translation Models with Multiple Subword CandidatesTaku Kudo · Long Papers1,000 citations · our summary
  9. HotFlip: White-Box Adversarial Examples for Text ClassificationJavid Ebrahimi, Anyi Rao, Daniel Lowd et al. · Short Papers922 citations · our summary
  10. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang · Long Papers878 citations · our summary

All accepted papers (413)

The most cited first; 89 with our summary link to their page here, the others to the original.

  1. Universal Language Model Fine-tuning for Text ClassificationJeremy Howard, Sebastian Ruder · Long Papers3,882 citations
  2. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang · Short Papers2,197 citations · our summary
  3. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningPiyush Sharma, Nan Ding, Sebastian Goodman et al. · Long Papers1,804 citations · our summary
  4. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria et al. · Long Papers1,342 citations · our summary
  5. Hierarchical Neural Story GenerationAngela Fan, Mike Lewis, Yann Dauphin · Long Papers1,215 citations
  6. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek et al. · Long Papers1,153 citations · our summary
  7. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan et al. · Long Papers1,096 citations · our summary
  8. Subword Regularization: Improving Neural Network Translation Models with Multiple Subword CandidatesTaku Kudo · Long Papers1,000 citations · our summary
  9. HotFlip: White-Box Adversarial Examples for Text ClassificationJavid Ebrahimi, Anyi Rao, Daniel Lowd et al. · Short Papers922 citations · our summary
  10. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang · Long Papers878 citations · our summary
  11. A Stylometric Inquiry into Hyperpartisan and Fake NewsMartin Potthast, Johannes Kiesel, Kevin Reinartz et al. · Long Papers686 citations · our summary
  12. Aspect Based Sentiment Analysis with Gated Convolutional NetworksWei Xue, Tao Li · Long Papers634 citations
  13. Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksJing Ma, Wei Gao, Kam-Fai Wong · Long Papers634 citations · our summary
  14. Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsSaif Mohammad · Long Papers613 citations · our summary
  15. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingYen-Chun Chen, Mohit Bansal · Long Papers595 citations · our summary
  16. What you can cram into a single \$&!\#* vector: Probing sentence embeddings for linguistic propertiesAlexis Conneau, German Kruszewski, Guillaume Lample et al. · Long Papers582 citations · our summary
  17. A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddingsMikel Artetxe, Gorka Labaka, Eneko Agirre · Long Papers555 citations · our summary
  18. Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismXiangrong Zeng, Daojian Zeng, Shizhu He et al. · Long Papers519 citations · our summary
  19. Transformation Networks for Target-Oriented Sentiment ClassificationXin Li, Lidong Bing, Wai Lam et al. · Long Papers513 citations · our summary
  20. Constituency Parsing with a Self-Attentive EncoderNikita Kitaev, Dan Klein · Long Papers476 citations · our summary
  21. Analogical Reasoning on Chinese Morphological and Semantic RelationsShen Li, Zhe Zhao, Renfen Hu et al. · Short Papers438 citations
  22. Semantically Equivalent Adversarial Rules for Debugging NLP modelsMarco Tulio Ribeiro, Sameer Singh, Carlos Guestrin · Long Papers432 citations
  23. On the Automatic Generation of Medical Imaging ReportsBaoyu Jing, Pengtao Xie, Eric Xing · Long Papers420 citations · our summary
  24. The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationMia Xu Chen, Orhan Firat, Ankur Bapna et al. · Long Papers418 citations · our summary
  25. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu et al. · Short Papers414 citations · our summary

See all 413 papers in ACL 2018 — accepted papers →

 Papers with our summary in our library (89)

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

  1. Know What You Don't Know: Unanswerable Questions for SQuADPranav Rajpurkar, Robin Jia, Percy Liang2018 · 3,373 citations
  2. Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image CaptioningPiyush Sharma, Nan Ding, Sebastian Goodman, et al.2018 · 2,285 citations
  3. Personalizing Dialogue Agents: I have a dog, do you have pets too?Saizheng Zhang, Emily Dinan, Jack Urbanek, et al.2018 · 1,849 citations
  4. MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in ConversationsSoujanya Poria, Devamanyu Hazarika, Navonil Majumder, et al.2018 · 1,671 citations
  5. Subword Regularization: Improving Neural Network Translation Models with Multiple Subword CandidatesTaku Kudo2018 · 1,566 citations
  6. Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion GraphAmirAli Bagher Zadeh, Paul Pu Liang, Soujanya Poria, et al.2018 · 1,509 citations
  7. Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, et al.2018 · 1,177 citations
  8. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAlexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,026 citations
  9. Chinese NER Using Lattice LSTMYue Zhang, Jie Yang2018 · 995 citations
  10. A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddingsMikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 849 citations
  11. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingYen-Chun Chen, Mohit Bansal2018 · 822 citations
  12. A Stylometric Inquiry into Hyperpartisan and Fake NewsMartin Potthast, Johannes Kiesel, Kevin Reinartz, et al.2018 · 810 citations
  13. Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsSaif Mohammad2018 · 800 citations
  14. Constituency Parsing with a Self-Attentive EncoderNikita Kitaev, Dan Klein2018 · 762 citations
  15. Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksJing Ma, Wei Gao, Kam-Fai Wong2018 · 708 citations
  16. Extracting Relational Facts by an End-to-End Neural Model with Copy MechanismXiangrong Zeng, Daojian Zeng, Shizhu He, et al.2018 · 610 citations
  17. Transformation Networks for Target-Oriented Sentiment ClassificationXin Li, Lidong Bing, Wai Lam, et al.2018 · 597 citations
  18. Style Transfer Through Back-TranslationShrimai Prabhumoye, Yulia Tsvetkov, Ruslan Salakhutdinov, et al.2018 · 555 citations
  19. The Best of Both Worlds: Combining Recent Advances in Neural Machine TranslationMia Xu Chen, Orhan Firat, Ankur Bapna, et al.2018 · 554 citations
  20. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
  21. ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine TranslationsJohn Wieting, Kevin Gimpel2018 · 504 citations
  22. Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 495 citations
  23. On the Automatic Generation of Medical Imaging ReportsBaoyu Jing, Pengtao Xie, Eric Xing2018 · 480 citations
  24. Joint Embedding of Words and Labels for Text ClassificationGuoyin Wang, Chunyuan Li, Wenlin Wang, et al.2018 · 464 citations
  25. Graph-to-Sequence Learning using Gated Graph Neural NetworksDaniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 458 citations

See all 89 works in ACL 2018 — accepted papers →

 Top topics

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

English (9)Machine translation (8)Coreference resolution (7)Sentiment & emotion (7)Dialogue systems (7)Question answering (6)Reasoning (5)Vision & language (5)Semantic role labeling (4)Information extraction (4)Summarization (4)Syntax & grammar formalisms (4)Named entity recognition (3)Multilingual & cross-lingual NLP (3)Discourse analysis (2)

17 more topics

Dependency parsing (2)Semantic parsing & meaning representation (2)Implicature (1)Universal Dependencies (1)Treebanks (1)Part-of-speech tagging (1)Language models & pretraining (1)Text generation (1)Morphology (1)Evaluation & benchmarks (1)Knowledge graphs & ontologies (1)Code & programming languages (1)Information retrieval & search (1)Interpretability (1)Bias, fairness & safety (1)Tokenization & segmentation (1)Efficient models & compression (1)

 Fields

Computer Science (88)Arts and Humanities (82)Psychology (3)Social Sciences (3)Biochemistry, Genetics and Molecular Biology (1)Decision Sciences (1)Engineering (1)Medicine (1)Physics and Astronomy (1)Health Professions (1)

 Top authors

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

🧑‍🔬Yue Zhang3 works here · 1,569 citations🧑‍🔬Furu Wei3 works here · 907 citations🧑‍🔬Luke Zettlemoyer3 works here · 602 citations🧑‍🔬Erik Cambria2 works here · 3,180 citations🧑‍🔬Soujanya Poria2 works here · 3,180 citations🧑‍🔬AmirAli Bagher Zadeh2 works here · 2,686 citations🧑‍🔬Louis-Philippe Morency2 works here · 2,686 citations🧑‍🔬Paul Pu Liang2 works here · 2,686 citations🧑‍🔬Jie Yang2 works here · 1,239 citations🧑‍🔬Benno Stein2 works here · 1,006 citations🧑‍🔬Kam-Fai Wong2 works here · 961 citations🧑‍🔬Chunyuan Li2 works here · 849 citations

 Top institutions

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

🎓Carnegie Mellon UniversityPittsburgh · United States9 works here🎓University of WashingtonSeattle · United States6 works here🏢IBMArmonk · United States5 works here🏢GoogleMountain View · United States4 works here🎓Singapore University of Technology and DesignSingapore · Singapore4 works here🎓Bar-Ilan UniversityRamat Gan · Israel3 works here🎓Nanyang Technological UniversitySingapore · Singapore3 works here🎓Chinese University of Hong KongHong Kong · China3 works here🎓Peking UniversityBeijing · China3 works here🎓Cornell UniversityIthaca · United States3 works here🏢Microsoft Research AsiaBeijing · China3 works here🏢MetaMenlo Park · United States3 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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