Danish Pruthi, Mansi Gupta, Bhuwan Dhingra and

Graham Neubig, Zachary C. Lipton

Keywords Abstract Paper

natural processing, Attention mechanisms, neural architectures, human study

Zuohui Fu, Yikun Xian, Ruoyuan Gao and

Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard Melo

Keywords Abstract Paper

explainable recommendation, knowledge graphs, fairness

Jiri Hron, Karl Krauth, Michael Jordan, Niki Kilbertus

Keywords Abstract Paper

bandits

Miranda Wei, Madison Stamos, Sophie Veys and

Nathan Reitinger, Justin Goodman, Margot Herman, Dorota Filipczuk, Ben Weinshel, Michelle L. Mazurek, Blase Ur

Keywords Abstract Paper

Himan Abdollahpouri, Masoud Mansoury, Robin Burke, Bamshad Mobasher

Keywords Abstract Paper

Calibration, Algorithmic bias, Recommender systems, Popularity bias amplification

Bijaya Adhikari, Liangyue Li, Nikhil Rao, Karthik Subbian

Keywords Abstract Paper

Jiarui Jin, Yuchen Fang, Weinan Zhang and

Kan Ren, Guorui Zhou, Jian Xu, Yong Yu, Jun Wang, Xiaoqiang Zhu, Kun Gai

Keywords Abstract Paper

cascade model, unbiased learning-to-rank, position bias

Yuta Saito

Keywords Abstract Paper

inverse propensity score., post-click conversions, ranking metrics, selection bias, doubly robust

Nicola De Cao, Michael Sejr Schlichtkrull, Wilker Aziz, Ivan Titov

Keywords Abstract Paper

model prediction, approximate search, erasure, sentiment classification

Agnieszka Kitkowska, Mark Warner, Yefim Shulman and

Erik Wästlund, Leonardo A. Martucci

Keywords Abstract Paper

Tong Chen, Hongzhi Yin, Guanhua Ye and

Zi Huang, Yang Wang, Meng Wang

Keywords Abstract Paper

substitute recommendation, collaborative filtering, product relationship, interpretability

Ramanujam Madhavan, Mohit Wadhwa

Keywords Abstract Paper

fairness, prejudice, privacy, interpretability

Jiaxi Tang, Hongyi Wen, Ke Wang

Keywords Abstract Paper

Recommender System, Security and Privacy, Adversarial Machine Learning

Sanjoy Dasgupta, Sivan Sabato

Keywords Abstract Paper

Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin and

Bolong Zheng, Quang Huy Nguyen, Quoc Viet Hung Nguyen

Keywords Abstract Paper

fact checking, human-in-the-loop, effort minimisation

Wasim Huleihel, Soumyabrata Pal, Ofer Shayevitz

Keywords Abstract Paper

Juri Opitz

Keywords Abstract Paper

Samuel Carton, Qiaozhu Mei, Paul Resnick

Keywords Abstract Paper

behaviors, changes, humans, impact, learning, measures, performance, predictions, terms, toxic, toxicity

Behzad Tabibian, Vicenç Gómez, Abir De and

Bernhard Schölkopf, Manuel Gomez Rodriguez

Keywords Abstract Paper

Shiwei Zhang, Xiuzhen Zhang, Jey Han Lau and

Jeffrey Chan, Cecile Paris

Keywords Abstract Paper

product question answering, unanswerable questions, conformal prediction

Xu HE, Bo An, Yanghua Li and

Haikai Chen, Qingyu Guo, Xin Li, Zhirong Wang

Keywords Abstract Paper

Combinatorial bandit, Position bias, Contextual bandit

Tao Yang, Shikai Fang, Shibo Li and

Yulan Wang, Qingyao Ai

Keywords Abstract Paper

multivariate scoring function, unbiased learning to rank

Ruijiang Gao, Maytal Saar-Tsechansky, Maria De-Arteaga and

Ligong Han, Min Kyung Lee, Matthew Lease

Keywords Abstract Paper

Humans and AI, Human-AI Collaboration, Personalization and User Modeling

Shijie Zhang, Hongzhi Yin, Tong Chen and

Quoc Viet Nguyen Hung, Zi Huang, Lizhen Cui

Keywords Abstract Paper

deep learning, robust recommender system, network embedding, shilling attack detection

Nico Ebert, Kurt Ackermann, Peter Heinrich

Keywords Abstract Paper

privacy, policy, user preferences, privacy concerns

Arthur Bražinskas, Mirella Lapata, Ivan Titov

Keywords Abstract Paper

opinion summarization, automatic text, summary production, summarization mode

Keren Ye, Adriana Kovashka

Keywords Abstract Paper

Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh

Keywords Abstract Paper

optimization, robustness, fairness

Yiliang Zhang, Qi Long

Keywords Abstract Paper

domain adaptation, fairness

Siyi Liu, Yujia Zheng

Keywords Abstract Paper

Neural network, Session-based recommendation, Long-tail recommendation

Clara Meister, Ryan Cotterell, Tim Vieira

Keywords Abstract Paper

language tasks, beam search, decoding, maximum decoding

Han Zhao, Jianfeng Chi, Yuan Tian, Geoffrey Gordon

Keywords Abstract Paper

Monojit Choudhury, Amit Deshpande

Keywords Abstract Paper

Boris Knyazev, Harm De Vries, Cătălina Cangea and

Graham Taylor, Aaron Courville, Eugene Belilovsky

Keywords Abstract Paper

scene graphs, scene graph generation, graph density, compositional generalization, visual genome, gqa, message passing

Charlotte Laclau, Ievgen Redko, Manvi Choudhary, Christine Largeron

Keywords Abstract Paper

Eric Corlett, Gerald Penn

Keywords Abstract Paper

John Abowd, Robert Ashmead, Ryan Cumings-Menon and

Simson Garfinkel, Daniel Kifer, Philip Leclerc, William Sexton, Ashley Simpson, Christine Task, Pavel Zhuravlev

Keywords Abstract Paper

privacy

Hong-Xing Yu, Wei-Shi Zheng

Keywords Abstract Paper

identification, unsupervised, wearkly-supervised, recognition, person, re-id, face

Zhiping Xiao, Weiping Song, Haoyan Xu and

Zhicheng Ren, Yizhou Sun

Keywords Abstract Paper

graph convolutional networks, social network analysis, ideology detection, heterogeneous information network, multi-task learning

Sean Augenstein, H. Brendan McMahan, Daniel Ramage and

Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, Blaise Aguera y Arcas

Keywords Abstract Paper

generative models, federated learning, decentralized learning, differential privacy, privacy, security, GAN