Paper Review - REALM: Retrieval-Augmented Language Model Pre-Training
Authors: Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
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Paper Review - Joint Retrieval and Generation Training for Grounded Text Generation
Authors: Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan
Paper Review - Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks
Authors: Trapit Bansal, Rishikesh Jha, Tsendsuren Munkhdalai, Andrew McCallum
Paper Review - Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Authors: Chelsea Finn, Pieter Abbeel, Sergey Levine
Paper Review - Noisy Channel Language Model Prompting for Few-Shot Text Classification
Authors: Sewon Min, Mike Lewis, Hannaneh Hajishirzi, Luke Zettlemoyer
Paper Review - TWAG: A Topic-guided Wikipedia Abstract Generator
Authors: Fangwei Zhu, Shangqing Tu, Jiaxin Shi, Juanzi Li, Lei Hou, Tong Cui