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2004.05569
Cited By
Explaining Question Answering Models through Text Generation
12 April 2020
Veronica Latcinnik
Jonathan Berant
LRM
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Papers citing
"Explaining Question Answering Models through Text Generation"
41 / 41 papers shown
Everything is Plausible: Investigating the Impact of LLM Rationales on Human Notions of Plausibility
Shramay Palta
Peter Rankel
Sarah Wiegreffe
Rachel Rudinger
197
0
0
09 Oct 2025
Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment
Wenrui Cai
Chengyu Wang
Junbing Yan
Jun Huang
Xiangzhong Fang
LRM
307
2
0
14 Apr 2025
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models?
Ning Bian
Xianpei Han
Hongyu Lin
Yaojie Lu
Xianpei Han
Le Sun
327
3
0
22 Feb 2024
Are self-explanations from Large Language Models faithful?
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Andreas Madsen
Sarath Chandar
Siva Reddy
LRM
486
96
0
15 Jan 2024
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Junbing Yan
Chengyu Wang
Taolin Zhang
Xiaofeng He
Jun Huang
Wei Zhang
ReLM
LRM
285
8
0
12 Nov 2023
Crystal: Introspective Reasoners Reinforced with Self-Feedback
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hamish Ivison
Ramakanth Pasunuru
Hannaneh Hajishirzi
Yejin Choi
Asli Celikyilmaz
LRM
ReLM
297
33
0
07 Oct 2023
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models
AAAI Conference on Artificial Intelligence (AAAI), 2023
Antoine Louis
Gijs van Dijck
Gerasimos Spanakis
ELM
AILaw
287
88
0
29 Sep 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Bingsheng Yao
Ishan Jindal
Lucian Popa
Yannis Katsis
Sayan Ghosh
...
Yuxuan Lu
Shashank Srivastava
Yunyao Li
James A. Hendler
Dakuo Wang
302
14
0
22 May 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ye Liu
Semih Yavuz
Rui Meng
Dragomir R. Radev
Caiming Xiong
Yingbo Zhou
302
11
0
12 May 2023
Explicit Planning Helps Language Models in Logical Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hongyu Zhao
Kangrui Wang
Mo Yu
Hongyuan Mei
LRM
ReLM
511
19
0
28 Mar 2023
Generic Temporal Reasoning with Differential Analysis and Explanation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yu Feng
Ben Zhou
Haoyu Wang
H. Jin
Dan Roth
OOD
400
24
0
20 Dec 2022
Explanation Regeneration via Information Bottleneck
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Qintong Li
Zhiyong Wu
Lingpeng Kong
Wei Bi
327
7
0
19 Dec 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hamish Ivison
Skyler Hallinan
Ximing Lu
Pengfei He
Sean Welleck
Hannaneh Hajishirzi
Yejin Choi
RALM
311
63
0
06 Oct 2022
Interactive Question Answering Systems: Literature Review
ACM Computing Surveys (ACM CSUR), 2022
Giovanni Maria Biancofiore
Yashar Deldjoo
Tommaso Di Noia
E. Sciascio
Fedelucio Narducci
514
44
0
04 Sep 2022
Elaboration-Generating Commonsense Question Answering at Scale
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Wenya Wang
Vivek Srikumar
Hannaneh Hajishirzi
Noah A. Smith
ELM
LRM
224
17
0
02 Sep 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation
Ruixin Hong
Hongming Zhang
Xintong Yu
Changshui Zhang
ReLM
LRM
262
41
0
05 May 2022
Clues Before Answers: Generation-Enhanced Multiple-Choice QA
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zixian Huang
Ao Wu
Jiaying Zhou
Yu Gu
Yue Zhao
Gong Cheng
203
29
0
30 Apr 2022
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Angela Fan
Claire Gardent
176
9
0
12 Apr 2022
Teaching language models to support answers with verified quotes
Jacob Menick
Maja Trebacz
Vladimir Mikulik
John Aslanides
Francis Song
...
Mia Glaese
Susannah Young
Lucy Campbell-Gillingham
G. Irving
Nat McAleese
ELM
RALM
627
320
0
21 Mar 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction
AAAI Conference on Artificial Intelligence (AAAI), 2021
Dongfang Li
Baotian Hu
Qingcai Chen
Tujie Xu
Jingcong Tao
Yunan Zhang
257
15
0
20 Dec 2021
Reframing Human-AI Collaboration for Generating Free-Text Explanations
Sarah Wiegreffe
Jack Hessel
Swabha Swayamdipta
Mark O. Riedl
Yejin Choi
305
174
0
16 Dec 2021
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup
Yordan Yordanov
Vid Kocijan
Thomas Lukasiewicz
Oana-Maria Camburu
319
20
0
12 Dec 2021
Few-Shot Self-Rationalization with Natural Language Prompts
Ana Marasović
Iz Beltagy
Doug Downey
Matthew E. Peters
LRM
345
116
0
16 Nov 2021
Generated Knowledge Prompting for Commonsense Reasoning
Hamish Ivison
Alisa Liu
Ximing Lu
Sean Welleck
Peter West
Ronan Le Bras
Yejin Choi
Hannaneh Hajishirzi
KELM
RALM
ReLM
LLMAG
LRM
451
392
0
15 Oct 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension
Naoya Inoue
H. Trivedi
Steven K. Sinha
Niranjan Balasubramanian
Kentaro Inui
147
20
0
14 Sep 2021
Are Training Resources Insufficient? Predict First Then Explain!
Myeongjun Jang
Thomas Lukasiewicz
LRM
236
7
0
29 Aug 2021
Post-hoc Interpretability for Neural NLP: A Survey
ACM Computing Surveys (CSUR), 2021
Andreas Madsen
Siva Reddy
A. Chandar
XAI
516
303
0
10 Aug 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks
Findings (Findings), 2021
Bhargavi Paranjape
Julian Michael
Marjan Ghazvininejad
Luke Zettlemoyer
Hannaneh Hajishirzi
ReLM
LRM
301
77
0
12 Jun 2021
Generating Hypothetical Events for Abductive Inference
Debjit Paul
Anette Frank
ReLM
LRM
245
7
0
07 Jun 2021
Grounding 'Grounding' in NLP
Findings (Findings), 2021
Khyathi Chandu
Yonatan Bisk
A. Black
232
59
0
04 Jun 2021
Flexible Generation of Natural Language Deductions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Kaj Bostrom
Xinyu Zhao
Swarat Chaudhuri
Greg Durrett
ReLM
LRM
601
38
0
18 Apr 2021
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Kushal Lakhotia
Bhargavi Paranjape
Asish Ghoshal
Anuj Kumar
Yashar Mehdad
Srini Iyer
165
33
0
31 Dec 2020
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision
AAAI Conference on Artificial Intelligence (AAAI), 2020
Faeze Brahman
Vered Shwartz
Rachel Rudinger
Yejin Choi
LRM
344
46
0
14 Dec 2020
Measuring Association Between Labels and Free-Text Rationales
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Sarah Wiegreffe
Ana Marasović
Noah A. Smith
826
213
0
24 Oct 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs
Ana Marasović
Chandra Bhagavatula
J. S. Park
Ronan Le Bras
Noah A. Smith
Yejin Choi
ReLM
LRM
282
67
0
15 Oct 2020
Case Study: Deontological Ethics in NLP
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Shrimai Prabhumoye
Brendon Boldt
Ruslan Salakhutdinov
A. Black
AILaw
346
33
0
09 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision
Max Glockner
Ivan Habernal
Iryna Gurevych
LRM
349
28
0
07 Oct 2020
A Survey on Explainability in Machine Reading Comprehension
Mokanarangan Thayaparan
Marco Valentino
André Freitas
FaML
413
51
0
01 Oct 2020
Denoising Large-Scale Image Captioning from Alt-text Data using Content Selection Models
International Conference on Computational Linguistics (COLING), 2020
Khyathi Chandu
Piyush Sharma
Soravit Changpinyo
Ashish V. Thapliyal
Radu Soricut
DiffM
VLM
281
3
0
10 Sep 2020
An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Bhargavi Paranjape
Mandar Joshi
John Thickstun
Hannaneh Hajishirzi
Luke Zettlemoyer
419
113
0
01 May 2020
Unsupervised Commonsense Question Answering with Self-Talk
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Vered Shwartz
Peter West
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
ReLM
SSL
AI4MH
LRM
385
284
0
11 Apr 2020
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