Paper Review - REALM: Retrieval-Augmented Language Model Pre-Training
Authors: Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Ming-Wei Chang
NLP
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 - 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
Paper Review - Improving Factual Consistency of Abstractive Summarization via Question Answering
Authors: Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang