Publication GEM: A General Evaluation Benchmark for Multimodal Tasks Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti ACL-IJCNLP 2021 | July 2021
Publication Grey-box Extraction of Natural Language Models Santiago Zanella-Béguelin, Shruti Tople, Andrew Paverd, Boris Köpf International Conference on Machine Learning | July 2021 Editor(s): Marina Meila and Tong Zhang Project
Publication Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing Qian LIU, Dejian Yang (deyang), Jiahui ZHANG, Jiaqi GUO, Bin ZHOU, Jian-Guang Lou ACL-IJCNLP 2021 (findings) | July 2021 Project
Publication Network Inference and Influence Maximization from Samples Wei Chen, Xiaoming Sun, Jialin Zhang, Zhijie Zhang 2021 International Conference on Machine Learning (ICML) | July 2021
Publication Learning To Limit Data Collection Via Scaling Laws: Data Minimization Compliance In Practice Samira Shabanian, Divya Shanmugam, Fernando Diaz, Michèle Finck, Asia Biega July 2021 arXiv | July 2021
Publication Responsible computing during COVID-19 and beyond Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miro Dudík, Benjamin Fish, Mary L. Gray, Brent Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach, Marion Zepf Communications of the ACM | July 2021, Vol 67(7): pp. 30-32 https://doi.org/10.1145/3466612
Publication Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen ICCV 2021 | July 2021
Publication Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval (Dissertation Abstract) Bhaskar Mitra SIGIR Forum | July 2021, Vol 55(1)
Publication Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs Shruthi Bannur, Ozan Oktay, Melanie Bernhardt, Anton Schwaighofer, Rajesh Jena, Besmira Nushi, Sharan Wadhwani, Aditya Nori, Kal Natarajan, Shazad Ashraf, Javier Alvarez-Valle, Daniel Coelho de Castro ICML 2021 Workshop on Interpretable Machine Learning in Healthcare | July 2021 Project Project Project Project
Publication Learning Algebraic Recombination for Compositional Generalization Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang ACL-IJCNLP 2021 (findings) | July 2021 Project