Publication INK: Intensive Neural Knowledge James Park, Qiuyuan Huang, Yonatan Bisk, Jianwei Yang, Subhojit Som, Ali Farhadi, Yejin Choi, Jianfeng Gao MSR-TR-2022-38 | July 2022 Publié par Microsoft MSR-TR-2022-38 Projet
Publication Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang IJCAI’2022 SURVEY TRACK | July 2022 Projet
Publication Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang IJCAI 2022 | July 2022 human parity result on CommonsenseQA
Publication Discovering molecular features of intrinsically disordered regions by using evolution for contrastive learning Alex X. Lu, Amy X. Lu, Iva Pritišanac, Taraneh Zarin, Julie D. Forman-Kay, Alan M. Moses PLOS Computational Biology | July 2022, Vol 18(6) Projet
Publication BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Sid Kiblawi Neural Information Processing Systems | June 2022
Publication T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification Pu Zhao, Chuan Luo, Bo Qiao, Lu Wang, Saravan Rajmohan, Qingwei Lin 林庆维, D. Zhang IJCAI 2022 | June 2022 Projet
Publication Semantic Image Synthesis via Diffusion Models Weilun Wang, Jianmin Bao, Wen-gang Zhou, Dongdong Chen, Lu Yuan, Houqiang Li ArXiv | June 2022, Vol abs/2207.00050
Publication Reliable Energy Consumption Modeling for an Electric Vehicle Fleet Millend Roy, Akshay Nambi, Anupam Sobti, Tanuja Ganu, Shivkumar Kalyanaraman , Shankar Akella, Jaya Subha Devi, S A Sunderasan COMPASS ’22: ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS) | June 2022 Projet
Publication Are We There Yet? A Decision Framework for Replacing Term-Based Retrieval with Dense Retrieval Systems Sebastian Hofstätter, Nick Craswell, Bhaskar Mitra, Hamed Zamani, Allan Hanbury June 2022
Publication How Private Is Your RL Policy? An Inverse RL Based Analysis Framework Kritika Prakash, Fiza Husain, P. Paruchuri, Sujit Gujar AAAI | June 2022