Emily Dinan, Angela Fan, Ledell Wu and

Jason Weston, Douwe Kiela, Adina Williams

Keywords Abstract Paper

detecting bias, machine models, nlp models, fine-grained framework

Anjalie Field, Sascha Rothe, Simon Baumgartner and

Cong Yu, Abe Ittycheriah

Keywords Abstract Paper

Blagoj Mitrevski, Tiziano Piccardi, Robert West

Keywords Abstract Paper

languages, links, rest

Jichuan Zeng, Xi Victoria Lin, Steven C.H. Hoi and

Richard Socher, Caiming Xiong, Michael Lyu, Irwin King

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natural communication, programming, Photon, Robust System

Shaobo Li, Xiaoguang Li, Lifeng Shang and

Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu

Keywords Abstract Paper

C. Estelle Smith, Bowen Yu, Anjali Srivastava and

Aaron Halfaker, Loren Terveen, Haiyi Zhu

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wikipedia, peer production, value sensitive algorithm design, machine learning, ores, community values

Eva Vanmassenhove, Dimitar Shterionov, Matthew Gwilliam

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Xingyu Fu, Weijia Shi, Xiaodong Yu and

Zian Zhao, Dan Roth

Keywords Abstract Paper

cross-lingual linking, cross-lingual, xel, grounding entities

Jitin Krishnan, Hemant Purohit, Huzefa Rangwala

Keywords Abstract Paper

text classification, unsupervised domain adaptation, natural language processing, neural networks

Nicolas Heist, Heiko Paulheim

Keywords Abstract Paper

Xavier Ferrer, Tom Van Nuenen, Jose M. Such, Natalia Criado

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Qualitative and quantitative studies of social media, Social network analysis, communities identification, expertise and authority discovery, Subjectivity in textual data, sentiment analysis, polarity/opinion identification and extraction, linguistic analy

Hannah Devinney, Jenny Björklund, Henrik Björklund

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Caterina Lacerra, Tommaso Pasini, Rocco Tripodi, Roberto Navigli

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Natural Language Processing, Natural Language Semantics, Resources and Evaluation

Amirhossein Kazemnejad, Mohammadreza Salehi, Mahdieh Soleymani Baghshah

Keywords Abstract Paper

Paraphrase Generation, Neural sequence, sequence generation, retrieval-based method

Erin Macdonald, Denilson Barbosa

Keywords Abstract Paper

information extraction, benchmarking, web tables

Ankur Parikh, Xuezhi Wang, Sebastian Gehrmann and

Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das

Keywords Abstract Paper

controlled task, high-precision generation, totto, dataset process

Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani and

Bryan McCann, Vicente Ordonez, Caiming Xiong

Keywords Abstract Paper

Tailoring Embeddings, Gender Mitigation, Double-Hard Debias, downstream models

Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos and

Ryan Cotterell, Naoaki Okazaki

Keywords Abstract Paper

Measuring Difficulty, generation, asymmetric difficulty, machine difficulty

Chan Young Park, Xinru Yan, Anjalie Field, Yulia Tsvetkov

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Social network analysis, communities identification, expertise and authority discovery, Subjectivity in textual data, sentiment analysis, polarity/opinion identification and extraction, linguistic analyses of social media behavior

Xiaojing Yu, Anxiao Jiang

Keywords Abstract Paper

Isaac Johnson, Florian Lemmerich, Diego Sáez-Trumper and

Robert West, Markus Strohmaier, Leila Zia

Keywords Abstract Paper

Qualitative and quantitative studies of social media, Ranking/relevance of social media content and users, Engagement, motivations, incentives, and gamification.

Nicola De Cao, Gautier Izacard, Sebastian Riedel, Fabio Petroni

Keywords Abstract Paper

constrained beam search, entity disambiguation, end-to-end entity linking, entity linking, autoregressive language model, document retrieval, entity retrieval

Yu Wang, Ke Wang, Fengjuan Gao, Linzhang Wang

Keywords Abstract Paper

Intervals, Control-flow graphs, Null pointer dereference detection, Graph neural networks, Program embeddings

Guy Tevet, Jonathan Berant

Keywords Abstract Paper

Raul Puri, Ryan Spring, Mohammad Shoeybi and

Mostofa Patwary, Bryan Catanzaro

Keywords Abstract Paper

question generation, squad task, em, data method

Or Honovich, Lucas Torroba Hennigen, Omri Abend, Shay B. Cohen

Keywords Abstract Paper

Machine Events, Machine reading, NLP, classification

Hadhemi Jebnoun, Houssem Ben Braiek, Mohammad Masudur Rahman, Foutse Khomh

Keywords Abstract Paper

code quality, code smells, Deep learning

Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura

Keywords Abstract Paper

Yang Trista Cao, Hal Daumé III

Keywords Abstract Paper

Gender-Inclusive Resolution, interrogating annotations, coreference systems, systemic biases

Pinzhen Chen, Nikolay Bogoychev, Kenneth Heafield, Faheem Kirefu

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Parallel Mining, decoding, Constrained Decoding, neural translation

Aviv Gabbay, Yedid Hoshen

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disentanglement, latent optimization, domain translation

Fei Yuan, Linjun Shou, Xuanyu Bai and

Ming Gong, Yaobo Liang, Nan Duan, Yan Fu, Daxin Jiang

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Multilingual Comprehension, multilingual MRC, MRC, sentence tasks

Mohsen Sayyadiharikandeh, Onur Varol, Kai-Cheng Yang and

Alessandro Flammini, Filippo Menczer

Keywords Abstract Paper

social bots, recall, social media, machine learning, cross-domain

Chao Zhao, Marilyn Walker, Snigdha Chaturvedi

Keywords Abstract Paper

Data-To-Text Generation, faithful generation, Encoding, Decoding

Navid Rekabsaz, Robert West, James Henderson, Allan Hanbury

Keywords Abstract Paper

Subjectivity in textual data, sentiment analysis, polarity/opinion identification and extraction, linguistic analyses of social media behavior, Text categorization, topic recognition, demographic/gender/age identification

Binyuan Hui, Ruiying Geng, Qiyu Ren and

Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu

Keywords Abstract Paper

Sheena Panthaplackel, Miltiadis Allamanis, Marc Brockschmidt

Keywords Abstract Paper

Yiyue Qian, Yiming Zhang, Yanfang Ye, Chuxu Zhang

Keywords Abstract Paper

Multidisciplinary Topics and Applications, Security and Privacy, Classification, Mining Graphs, Semi Structured Data, Complex Data

Chakaveh Saedi, Mark Dras

Keywords Abstract Paper

Paul Liang, Chiyu Wu, Louis-Philippe Morency, Russ Salakhutdinov

Keywords Abstract Paper

Social Aspects of Machine Learning, Fairness, Accountability, and Transparency