Multi-task Learning with Sample Re-weighting for Machine Reading
Comprehension

Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension

18 September 2018

Xiaodong Liu

Papers citing "Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension"

16 / 16 papers shown

Title
Stochastic Answer Networks for SQuAD 2.0 Xiaodong Liu Wei Li Yuwei Fang Aerin Kim Kevin Duh Jianfeng Gao RALM 31 23 0 24 Sep 2018
Read + Verify: Machine Reading Comprehension with Unanswerable Questions Minghao Hu Furu Wei Yuxing Peng Zhen Huang Nan Yang Ming Zhou RALM FaML 49 156 0 17 Aug 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 113 643 0 20 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 243 2,835 0 11 Jun 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 52 117 0 06 May 2018
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 115 907 0 01 Aug 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension David Golub Po-Sen Huang Xiaodong He Li Deng 50 55 0 29 Jun 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 248 3,114 0 19 May 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 108 2,007 0 31 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 113 2,136 0 09 Mar 2017
NewsQA: A Machine Comprehension Dataset Adam Trischler Tong Wang Xingdi Yuan Justin Harris Alessandro Sordoni Philip Bachman Kaheer Suleman 82 893 0 29 Nov 2016
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 135 2,721 0 28 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,089 0 05 Nov 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 227 8,113 0 16 Jun 2016
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 209 6,770 0 03 Sep 2014
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 155 7,721 0 02 Mar 2011