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Make Up Your Mind! Adversarial Generation of Inconsistent Natural
  Language Explanations
v1v2v3 (latest)

Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations

7 October 2019
Oana-Maria Camburu
Brendan Shillingford
Pasquale Minervini
Thomas Lukasiewicz
Phil Blunsom
    AAMLGAN
ArXiv (abs)PDFHTML

Papers citing "Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations"

50 / 73 papers shown
Title
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
Lingjun Zhao
Hal Daumé III
168
0
0
25 May 2025
Consistency in Language Models: Current Landscape, Challenges, and Future Directions
Consistency in Language Models: Current Landscape, Challenges, and Future Directions
Jekaterina Novikova
Carol Anderson
Borhane Blili-Hamelin
Subhabrata Majumdar
HILM
145
3
0
01 May 2025
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language Models
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language Models
Runlong Zhou
Yi Zhang
RALM
88
0
0
02 Apr 2025
Multidimensional Consistency Improves Reasoning in Language Models
Huiyuan Lai
Xiao Zhang
Malvina Nissim
LRM
64
0
0
04 Mar 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing
Vlad-Andrei Negru
Robert Vacareanu
Camelia Lemnaru
Mihai Surdeanu
Rodica Potolea
165
2
0
13 Feb 2025
Faithfulness and the Notion of Adversarial Sensitivity in NLP
  Explanations
Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations
Supriya Manna
Niladri Sett
AAML
49
1
0
26 Sep 2024
STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond
STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond
Nils Dycke
Matej Zečević
Ilia Kuznetsov
Beatrix Suess
Kristian Kersting
Iryna Gurevych
LRM
114
0
0
09 Sep 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs
Nitay Calderon
Roi Reichart
127
16
0
27 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models
A Survey on Symbolic Knowledge Distillation of Large Language Models
Kamal Acharya
Alvaro Velasquez
Haoze Song
SyDa
67
7
0
12 Jul 2024
Scenarios and Approaches for Situated Natural Language Explanations
Scenarios and Approaches for Situated Natural Language Explanations
Pengshuo Qiu
Frank Rudzicz
Zining Zhu
LRM
90
0
0
07 Jun 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in
  Language Models
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models
Huiyuan Lai
Malvina Nissim
LRM
112
19
0
04 Jun 2024
One vs. Many: Comprehending Accurate Information from Multiple Erroneous
  and Inconsistent AI Generations
One vs. Many: Comprehending Accurate Information from Multiple Erroneous and Inconsistent AI Generations
Yoonjoo Lee
Kihoon Son
Tae Soo Kim
Jisu Kim
John Joon Young Chung
Eytan Adar
Juho Kim
90
12
0
09 May 2024
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes
Hire Me or Not? Examining Language Model's Behavior with Occupation Attributes
Damin Zhang
Yi Zhang
Geetanjali Bihani
Julia Taylor Rayz
154
3
0
06 May 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on
  Which Scales?
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales?
Fan Huang
Haewoon Kwak
Kunwoo Park
Jisun An
ALMELMAI4MH
114
12
0
26 Mar 2024
Inference to the Best Explanation in Large Language Models
Inference to the Best Explanation in Large Language Models
Dhairya Dalal
Marco Valentino
André Freitas
Paul Buitelaar
LRMELM
85
3
0
16 Feb 2024
Towards Faithful Explanations for Text Classification with Robustness
  Improvement and Explanation Guided Training
Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training
Dongfang Li
Baotian Hu
Qingcai Chen
Shan He
69
5
0
29 Dec 2023
Fully Authentic Visual Question Answering Dataset from Online
  Communities
Fully Authentic Visual Question Answering Dataset from Online Communities
Chongyan Chen
Mengchen Liu
Noel Codella
Yunsheng Li
Lu Yuan
Danna Gurari
108
5
0
27 Nov 2023
Multi-Agent Consensus Seeking via Large Language Models
Multi-Agent Consensus Seeking via Large Language Models
Huaben Chen
Wenkang Ji
Lufeng Xu
Shiyu Zhao
LM&RoLLMAG
136
27
0
31 Oct 2023
Moral Foundations of Large Language Models
Moral Foundations of Large Language Models
Marwa Abdulhai
Gregory Serapio-Garcia
Clément Crepy
Daria Valter
John Canny
Natasha Jaques
LRM
110
48
0
23 Oct 2023
Ecologically Valid Explanations for Label Variation in NLI
Ecologically Valid Explanations for Label Variation in NLI
Nan-Jiang Jiang
Chenhao Tan
M. Marneffe
FAtt
65
6
0
20 Oct 2023
Configuration Validation with Large Language Models
Configuration Validation with Large Language Models
Xinyu Lian
Yinfang Chen
Runxiang Cheng
Jie Huang
Parth Thakkar
Minjia Zhang
Tianyin Xu
70
11
0
15 Oct 2023
Interpretable Long-Form Legal Question Answering with
  Retrieval-Augmented Large Language Models
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models
Antoine Louis
Gijs van Dijck
Gerasimos Spanakis
ELMAILaw
67
41
0
29 Sep 2023
The Trickle-down Impact of Reward (In-)consistency on RLHF
The Trickle-down Impact of Reward (In-)consistency on RLHF
Lingfeng Shen
Sihao Chen
Linfeng Song
Lifeng Jin
Baolin Peng
Haitao Mi
Daniel Khashabi
Dong Yu
93
23
0
28 Sep 2023
Self-Consistent Narrative Prompts on Abductive Natural Language
  Inference
Self-Consistent Narrative Prompts on Abductive Natural Language Inference
Chunkit Chan
Xin Liu
Tszho Chan
Cheng Jiayang
Yangqiu Song
Ginny Wong
Simon See
LRM
70
8
0
15 Sep 2023
BatchPrompt: Accomplish more with less
BatchPrompt: Accomplish more with less
Jianzhe Lin
Maurice Diesendruck
Liang Du
Robin Abraham
LRM
96
10
0
01 Sep 2023
Situated Natural Language Explanations
Situated Natural Language Explanations
Zining Zhu
Hao Jiang
Jingfeng Yang
Sreyashi Nag
Chao Zhang
Jie Huang
Yifan Gao
Frank Rudzicz
Bing Yin
LRM
66
1
0
27 Aug 2023
Personality Traits in Large Language Models
Personality Traits in Large Language Models
Gregory Serapio-García
Mustafa Safdari
Clément Crepy
Luning Sun
Stephen Fitz
P. Romero
Marwa Abdulhai
Aleksandra Faust
Maja J. Matarić
LM&MALLMAG
184
126
0
01 Jul 2023
KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating
  Inconsistencies in Natural Language Explanations
KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations
Myeongjun Jang
Bodhisattwa Prasad Majumder
Julian McAuley
Thomas Lukasiewicz
Oana-Maria Camburu
AAML
43
4
0
05 Jun 2023
Faithfulness Tests for Natural Language Explanations
Faithfulness Tests for Natural Language Explanations
Pepa Atanasova
Oana-Maria Camburu
Christina Lioma
Thomas Lukasiewicz
J. Simonsen
Isabelle Augenstein
FAtt
118
67
0
29 May 2023
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly
  Generating Predictions and Natural Language Explanations
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations
Jesus Solano
Oana-Maria Camburu
Pasquale Minervini
66
1
0
22 May 2023
Measuring Consistency in Text-based Financial Forecasting Models
Measuring Consistency in Text-based Financial Forecasting Models
Linyi Yang
Yingpeng Ma
Yue Zhang
59
4
0
15 May 2023
What's the Meaning of Superhuman Performance in Today's NLU?
What's the Meaning of Superhuman Performance in Today's NLU?
Simone Tedeschi
Johan Bos
T. Declerck
Jan Hajic
Daniel Hershcovich
...
Simon Krek
Steven Schockaert
Rico Sennrich
Ekaterina Shutova
Roberto Navigli
ELMLM&MAVLMReLMLRM
91
27
0
15 May 2023
Understanding and Predicting Human Label Variation in Natural Language
  Inference through Explanation
Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation
Nan-Jiang Jiang
Chenhao Tan
M. Marneffe
58
3
0
24 Apr 2023
Consistency Analysis of ChatGPT
Consistency Analysis of ChatGPT
Myeongjun Jang
Thomas Lukasiewicz
86
56
0
11 Mar 2023
GLUECons: A Generic Benchmark for Learning Under Constraints
GLUECons: A Generic Benchmark for Learning Under Constraints
Hossein Rajaby Faghihi
Aliakbar Nafar
Chen Zheng
Roshanak Mirzaee
Yue Zhang
Andrzej Uszok
Alexander Wan
Tanawan Premsri
Dan Roth
Parisa Kordjamshidi
ELMVLM
96
16
0
16 Feb 2023
Explanation Regeneration via Information Bottleneck
Explanation Regeneration via Information Bottleneck
Qintong Li
Zhiyong Wu
Lingpeng Kong
Wei Bi
93
4
0
19 Dec 2022
Scaling Instruction-Finetuned Language Models
Scaling Instruction-Finetuned Language Models
Hyung Won Chung
Le Hou
Shayne Longpre
Barret Zoph
Yi Tay
...
Jacob Devlin
Adam Roberts
Denny Zhou
Quoc V. Le
Jason W. Wei
ReLMLRM
286
3,175
0
20 Oct 2022
Saliency Map Verbalization: Comparing Feature Importance Representations
  from Model-free and Instruction-based Methods
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
Nils Feldhus
Leonhard Hennig
Maximilian Dustin Nasert
Christopher Ebert
Robert Schwarzenberg
Sebastian Möller
FAtt
64
22
0
13 Oct 2022
Explainable Abuse Detection as Intent Classification and Slot Filling
Explainable Abuse Detection as Intent Classification and Slot Filling
Agostina Calabrese
Bjorn Ross
Mirella Lapata
85
11
0
06 Oct 2022
Towards Faithful Model Explanation in NLP: A Survey
Towards Faithful Model Explanation in NLP: A Survey
Qing Lyu
Marianna Apidianaki
Chris Callison-Burch
XAI
235
120
0
22 Sep 2022
On Interactive Explanations as Non-Monotonic Reasoning
On Interactive Explanations as Non-Monotonic Reasoning
Guilherme Paulino-Passos
Francesca Toni
FAttLRM
88
3
0
30 Jul 2022
Toward Transparent AI: A Survey on Interpreting the Inner Structures of
  Deep Neural Networks
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
Tilman Raukur
A. Ho
Stephen Casper
Dylan Hadfield-Menell
AAMLAI4CE
128
134
0
27 Jul 2022
Logical Satisfiability of Counterfactuals for Faithful Explanations in
  NLI
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
Suzanna Sia
Anton Belyy
Amjad Almahairi
Madian Khabsa
Luke Zettlemoyer
Lambert Mathias
LRM
74
13
0
25 May 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text
  Correspondence
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence
Myeongjun Jang
Frank Mtumbuka
Thomas Lukasiewicz
82
10
0
08 May 2022
Scientific Explanation and Natural Language: A Unified
  Epistemological-Linguistic Perspective for Explainable AI
Scientific Explanation and Natural Language: A Unified Epistemological-Linguistic Perspective for Explainable AI
Marco Valentino
André Freitas
XAI
56
2
0
03 May 2022
Can Rationalization Improve Robustness?
Can Rationalization Improve Robustness?
Howard Chen
Jacqueline He
Karthik Narasimhan
Danqi Chen
AAML
101
41
0
25 Apr 2022
A Review on Language Models as Knowledge Bases
A Review on Language Models as Knowledge Bases
Badr AlKhamissi
Millicent Li
Asli Celikyilmaz
Mona T. Diab
Marjan Ghazvininejad
KELM
94
187
0
12 Apr 2022
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias
  on the Retrieval-Based Generation of Women Biographies
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies
Angela Fan
Claire Gardent
34
5
0
12 Apr 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Xuezhi Wang
Jason W. Wei
Dale Schuurmans
Quoc Le
Ed H. Chi
Sharan Narang
Aakanksha Chowdhery
Denny Zhou
ReLMBDLLRMAI4CE
577
3,756
0
21 Mar 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical
  Reasoning
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning
Jiangjie Chen
Rui Xu
Ziquan Fu
Wei Shi
Zhongqiao Li
Xinbo Zhang
Changzhi Sun
Lei Li
Yanghua Xiao
Hao Zhou
ELM
74
35
0
16 Mar 2022
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