Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval

18 April 2021

Siva Reddy

Papers citing "Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval"

30 / 30 papers shown

Title
ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection Jihan Yang Shaoshuai Shi Zhe Wang Hongsheng Li Xiaojuan Qi 3DPC 56 188 0 09 Mar 2021
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 43 19 0 02 Dec 2020
Self-Training for End-to-End Speech Translation J. Pino Qiantong Xu Xutai Ma M. Dousti Yun Tang 72 60 0 03 Jun 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey Alan Ramponi Barbara Plank OOD 97 259 0 31 May 2020
Towards Automatic Generation of Questions from Long Answers Shlok Kumar Mishra Pranav Goel Abhishek Sharma Abhyuday N. Jagannatha David Jacobs Hal Daumé 37 8 0 10 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 195 3,762 0 10 Apr 2020
Universal Domain Adaptation through Self Supervision Kuniaki Saito Donghyun Kim Stan Sclaroff Kate Saenko OOD TTA 83 321 0 19 Feb 2020
Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds T. Klein Moin Nabi 63 63 0 06 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 249 10,829 0 29 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 232 7,504 0 02 Oct 2019
Self-Training for End-to-End Speech Recognition Jacob Kahn Ann Lee Awni Y. Hannun SSL 58 236 0 19 Sep 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 376 896 0 13 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 653 24,464 0 26 Jul 2019
Synthetic QA Corpora Generation with Roundtrip Consistency Chris Alberti D. Andor Emily Pitler Jacob Devlin Michael Collins SyDa 70 249 0 12 Jun 2019
Unsupervised Statistical Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre 45 248 0 04 Sep 2018
Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang Shuo Ren Shujie Liu Mu Li M. Zhou Tong Xu 61 116 0 13 Aug 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 173 1,623 0 13 May 2018
Supervised and Unsupervised Transfer Learning for Question Answering Yu-An Chung Hung-yi Lee James R. Glass 64 83 0 14 Nov 2017
Controllable Abstractive Summarization Angela Fan David Grangier Michael Auli 80 310 0 14 Nov 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 430 1,882 0 31 Jul 2017
Question Answering and Question Generation as Dual Tasks Duyu Tang Nan Duan Tao Qin Zhao Yan M. Zhou 65 183 0 07 Jun 2017
A Joint Model for Question Answering and Question Generation Tong Wang Xingdi Yuan Adam Trischler 41 106 0 05 Jun 2017
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 151 664 0 29 Apr 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 520 4,479 0 18 Apr 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 283 8,134 0 16 Jun 2016
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 248 2,717 0 20 Nov 2015
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 85 2,858 0 26 Aug 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 313 4,284 0 21 Aug 2015
Structured Training for Neural Network Transition-Based Parsing David J. Weiss Chris Alberti Michael Collins Slav Petrov 50 232 0 19 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014