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1908.09209
Cited By
Adversarial Domain Adaptation for Machine Reading Comprehension
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
24 August 2019
Huazheng Wang
Zhe Gan
Xiaodong Liu
Jingjing Liu
Jianfeng Gao
Hongning Wang
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Papers citing
"Adversarial Domain Adaptation for Machine Reading Comprehension"
34 / 34 papers shown
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization
Santosh T.Y.S.S
Vatsal Venkatkrishna
Saptarshi Ghosh
Matthias Grabmair
ELM
286
9
0
28 Mar 2024
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
Ananth Balashankar
Xiao Ma
Aradhana Sinha
Ahmad Beirami
Yao Qin
Jilin Chen
Alex Beutel
251
3
0
25 Oct 2023
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem
Elena Gal
Shaun Singh
Aldo Pacchiano
Benjamin Walker
Terry Lyons
Jakob N. Foerster
FaML
253
0
0
15 Aug 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future
Linyi Yang
Yangqiu Song
Xuan Ren
Chenyang Lyu
Yidong Wang
Lingqiao Liu
Yongfeng Zhang
Jennifer Foster
Yue Zhang
OOD
350
3
0
23 May 2023
ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Pengfei Hong
Rishabh Bhardwaj
Navonil Majumdar
Somak Aditya
Soujanya Poria
AAML
175
2
0
04 May 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases
Findings (Findings), 2023
Santosh T.Y.S.S
O. Ichim
Matthias Grabmair
AILaw
558
20
0
01 Feb 2023
Source-Free Domain Adaptation for Question Answering with Masked Self-training
Transactions of the Association for Computational Linguistics (TACL), 2022
M. Yin
B. Wang
Yue Dong
Charles Ling
OOD
345
5
0
19 Dec 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey
Xu Guo
Han Yu
LM&MA
VLM
365
35
0
06 Nov 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xu Guo
Boyang Albert Li
Han Yu
VLM
412
25
0
06 Oct 2022
Robust Domain Adaptation for Machine Reading Comprehension
AAAI Conference on Artificial Intelligence (AAAI), 2022
Liang Jiang
Zhenyu Huang
Jia-Wei Liu
Zujie Wen
Xiaoya Peng
160
1
0
23 Sep 2022
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation
Zhijing Wu
Hua Xu
Jingliang Fang
Kai Gao
CLL
153
1
0
10 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey
Xiaoyu Shen
Svitlana Vakulenko
Marco Del Tredici
Gianni Barlacchi
Bill Byrne
Adria de Gispert
RALM
VLM
238
24
0
05 Aug 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task
Maria Mahbub
Sudarshan Srinivasan
Edmon Begoli
Gregory D. Peterson
364
12
0
26 Feb 2022
Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang
Haohan Wang
Diyi Yang
647
163
0
15 Dec 2021
Towards More Robust Natural Language Understanding
Xinliang Frederick Zhang
272
2
0
01 Dec 2021
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models
Tianlu Wang
Rohit Sridhar
Diyi Yang
Xuezhi Wang
AAML
401
77
0
14 Oct 2021
Topic Transferable Table Question Answering
Saneem A. Chemmengath
Vishwajeet Kumar
Samarth Bharadwaj
Jaydeep Sen
Mustafa Canim
Soumen Chakrabarti
A. Gliozzo
Karthik Sankaranarayanan
OOD
258
14
0
15 Sep 2021
Zero-Shot Estimation of Base Models' Weights in Ensemble of Machine Reading Comprehension Systems for Robust Generalization
International Computer Society of Iran Computer Conference (CSIC), 2021
Razieh Baradaran
Hossein Amirkhani
175
1
0
30 Jun 2021
Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management
Samujjwal Ghosh
Subhadeep Maji
M. Desarkar
202
3
0
03 Apr 2021
An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation
Yujin Baek
Sang-gyu Seo
146
0
0
19 Feb 2021
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020
Xiang Yue
Xinliang Frederick Zhang
Ziyu Yao
Simon M. Lin
Huan Sun
LM&MA
MedIm
306
41
0
30 Oct 2020
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Tianlu Wang
Xuezhi Wang
Yao Qin
Ben Packer
Kang Li
Jilin Chen
Alex Beutel
Ed H. Chi
SILM
253
97
0
05 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Thuy-Trang Vu
Dinh Q. Phung
Gholamreza Haffari
264
25
0
05 Oct 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer
Giorgos Vernikos
Katerina Margatina
Alexandra Chronopoulou
Ion Androutsopoulos
291
15
0
28 Sep 2020
Accelerating Real-Time Question Answering via Question Generation
Yuwei Fang
Shuohang Wang
Zhe Gan
S. Sun
Jingjing Liu
Chenguang Zhu
OnRL
200
17
0
10 Sep 2020
Domain Adaptation for Semantic Parsing
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Zechang Li
Yuxuan Lai
Yansong Feng
Dongyan Zhao
125
5
0
23 Jun 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey
International Conference on Computational Linguistics (COLING), 2020
Alan Ramponi
Barbara Plank
OOD
473
284
0
31 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond
Zhuosheng Zhang
Hai Zhao
Rui Wang
234
66
0
13 May 2020
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension
Findings (Findings), 2020
A. Maharana
Joey Tianyi Zhou
AAML
389
13
0
13 Apr 2020
A Survey on Machine Reading Comprehension Systems
Natural Language Engineering (NLE), 2020
Razieh Baradaran
Razieh Ghiasi
Hossein Amirkhani
FaML
446
100
0
06 Jan 2020
Unsupervised Domain Adaptation of Language Models for Reading Comprehension
International Conference on Language Resources and Evaluation (LREC), 2019
Kosuke Nishida
Kyosuke Nishida
Itsumi Saito
Hisako Asano
J. Tomita
268
28
0
25 Nov 2019
Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks
Timothy J. Hazen
Shehzaad Dhuliawala
Daniel Boies
OOD
225
19
0
06 Nov 2019
Learning to Answer Subjective, Specific Product-Related Queries using Customer Reviews by Adversarial Domain Adaptation
Manirupa Das
Zhen Wang
Evan Jaffe
Madhuja Chattopadhyay
Eric Fosler-Lussier
R. Ramnath
AAML
286
2
0
18 Oct 2019
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.4K
5,132
0
17 Feb 2017
1
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