Thomas Haider

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Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova

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Joint Detection, abuse detection, abusive detection, multi-task framework

Rajat Agarwal, Katharina Kann

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computational creativity, generation task, acrostic generation, pretraining

David Owen, Jose Camacho-Collados, Luis Espinosa Anke

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Xianming Li, Zongxi Li, Haoran Xie, Qing Li

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Paul Pu Liang, Irene Mengze Li, Emily Zheng and

Yao Chong Lim, Ruslan Salakhutdinov, Louis-Philippe Morency

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Debiasing Representations, real-world scenarios, legal systems, debiasing

Tim Van de Cruys

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Automatic Generation, predictive modeling, poetry generation, generation poems

Ameeta Agrawal, Aijun An, Manos Papagelis

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sarcasm detection, emotion detection

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

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

Zhenhui Peng, Qingyu Guo, Ka Wing Tsang, Xiaojuan Ma

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mental health, online community, writing support tools, informational support, emotional support

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

Ruiyi Zhang, Changyou Chen, Zhe Gan and

Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen, Lawrence Carin

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Adversarial Generation, long generation, next-word prediction, generator optimization

Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng

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human imagination, simile generation, mapping properties, sequence model

Samson Tan, Shafiq Joty, Lav Varshney, Min-Yen Kan

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comprehension, fine-tuning models, downstream tasks, nlp systems

Tanner Bohn, Charles Ling

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Zhongqing Wang, Xiujun Zhu, Yue Zhang and

Shoushan Li, Guodong Zhou

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Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov

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multilingual models, meta-learning algorithm, multilingual representations, negative interference

Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach

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textvqa, visual question answering, vqa, vision and language, st-vqa, ocr-vqa, transformer, pointer network, ocr

Yang Trista Cao, Hal Daumé III

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

Chris Emmery, Ákos Kádár, Grzegorz Chrupała

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Sunyam Bagga, Andrew Piper

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Kristian Miok, Gregor Pirs, Marko Robnik-Sikonja

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Ruibo Liu, Chenyan Jia, Jason Wei and

Guangxuan Xu, Lili Wang, Soroush Vosoughi

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Lingwei Wei, Dou Hu, Wei Zhou and

Xiaodan Zhang, Jizhong Han, Songlin Hu

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document-level sentiment analysis, rethinking mechanism, document representation

Pedro Henrique Martins, Zita Marinho, André F. T. Martins

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story completion, dialogue generation, text generators, language models

Jaehun Kim, Andrew M. Demetriou, Sandy Manolios and

M. Stella Tavella, Cynthia C. S. Liem

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MIR fundamentals and methodology, Lyrics and other textual data, web mining, and natural language , Applications, Music recommendation and playlist generation, Domain knowledge, Machine learning/Artificial intelligence for music, Evaluation, datasets, and reproducibility, MIR tasks, Automatic classification

Sunyam Bagga, Andrew Piper, Derek Ruths

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Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu

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Task-oriented Dialogue System, Hierarchical Reinforcement Learning, Policy Optimization, Natural Language Processing

Guy Tevet, Jonathan Berant

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Amirreza Shirani, Franck Dernoncourt, Jose Echevarria and

Paul Asente, Nedim Lipka, Thamar Solorio

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Font Selection, crowd-sourcing, end-to-end models, Verbal Context

Irene Solaiman, Christy Dennison

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Derek Lim, Austin R. Benson

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Qualitative and quantitative studies of social media, Social network analysis, communities identification, expertise and authority discovery, Engagement, motivations, incentives, and gamification.

Tsuta Yuma, Naoki Yoshinaga, Masashi Toyoda

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Open-Domain Systems, uBLEU, Uncertainty-Aware Method, ΔBLEU

Omnia Zayed, John Philip McCrae, Paul Buitelaar

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Nader Akoury, Shufan Wang, Josh Whiting and

Stephen Hood, Nanyun Peng, Mohit Iyyer

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story generation, assessing text, story models, storium

Debanjan Ghosh, Avijit Vajpayee, Smaranda Muresan

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Jingtao Zhan, Jiaxin Mao, Yiqun Liu and

Min Zhang, Shaoping Ma

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document ranking, neural networks, explainability

Huihan Yao, Ying Chen, Qinyuan Ye and

Xisen Jin, Xiang Ren

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machine learning, fairness, language

Shruti Rijhwani, Daniel Preotiuc-Pietro

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named recognition, NLP tasks, Natural models, language use

Xiang Hu, Zujie Wen, Yafang Wang and

Xiaolong Li, Gerard de Melo

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