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Uncertain Natural Language Inference
v1v2 (latest)

Uncertain Natural Language Inference

6 September 2019
Tongfei Chen
Zhengping Jiang
Adam Poliak
Keisuke Sakaguchi
Benjamin Van Durme
    UQLM
ArXiv (abs)PDFHTML

Papers citing "Uncertain Natural Language Inference"

38 / 38 papers shown
Title
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation
Liaoyaqi Wang
Zhengping Jiang
Anqi Liu
Benjamin Van Durme
149
1
0
02 May 2025
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning
Kate Sanders
Benjamin Van Durme
LRM
129
1
0
04 Apr 2025
Beyond correlation: The Impact of Human Uncertainty in Measuring the Effectiveness of Automatic Evaluation and LLM-as-a-Judge
Beyond correlation: The Impact of Human Uncertainty in Measuring the Effectiveness of Automatic Evaluation and LLM-as-a-Judge
Aparna Elangovan
Jongwoo Ko
Lei Xu
Mahsa Elyasi
Ling Liu
S. Bodapati
Dan Roth
125
6
0
28 Jan 2025
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization
Yue Zhang
Liqiang Jing
Vibhav Gogate
203
5
0
19 Dec 2024
Interpretable Multimodal Out-of-context Detection with Soft Logic
  Regularization
Interpretable Multimodal Out-of-context Detection with Soft Logic Regularization
Huanhuan Ma
Jinghao Zhang
Qiang Liu
Shu Wu
Liang Wang
71
2
0
07 Jun 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models
Yu Feng
Ben Zhou
Weidong Lin
Dan Roth
180
5
0
18 Apr 2024
Collective Human Opinions in Semantic Textual Similarity
Collective Human Opinions in Semantic Textual Similarity
Yuxia Wang
Shimin Tao
Ning Xie
Hao Yang
Timothy Baldwin
Karin Verspoor
65
4
0
08 Aug 2023
MegaWika: Millions of reports and their sources across 50 diverse
  languages
MegaWika: Millions of reports and their sources across 50 diverse languages
Samuel Barham
Orion Weller
Michelle Yuan
Kenton W. Murray
M. Yarmohammadi
...
Alexander Martin
Anqi Liu
Aaron Steven White
Jordan L. Boyd-Graber
Benjamin Van Durme
SyDa
73
5
0
13 Jul 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in
  Natural Language Inference
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference
Animesh Nighojkar
Antonio Laverghetta
John Licato
59
4
0
16 Jun 2023
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
Zero and Few-shot Semantic Parsing with Ambiguous Inputs
Elias Stengel-Eskin
Kyle Rawlins
Benjamin Van Durme
81
17
0
01 Jun 2023
MPCHAT: Towards Multimodal Persona-Grounded Conversation
MPCHAT: Towards Multimodal Persona-Grounded Conversation
Jaewoo Ahn
Yeda Song
Sangdoo Yun
Gunhee Kim
53
22
0
27 May 2023
On Degrees of Freedom in Defining and Testing Natural Language
  Understanding
On Degrees of Freedom in Defining and Testing Natural Language Understanding
Saku Sugawara
S. Tsugita
ELM
72
1
0
24 May 2023
Using Natural Language Explanations to Rescale Human Judgments
Using Natural Language Explanations to Rescale Human Judgments
Manya Wadhwa
Jifan Chen
Junyi Jessy Li
Greg Durrett
78
8
0
24 May 2023
Revisiting Acceptability Judgements
Revisiting Acceptability Judgements
Hai Hu
Ziyin Zhang
Wei-Ping Huang
J. Lai
Aini Li
Yi Ma
Jiahui Huang
Peng Zhang
Chien-Jer Charles Lin
Rui Wang
62
2
0
23 May 2023
We're Afraid Language Models Aren't Modeling Ambiguity
We're Afraid Language Models Aren't Modeling Ambiguity
Alisa Liu
Zhaofeng Wu
Julian Michael
Alane Suhr
Peter West
Alexander Koller
Swabha Swayamdipta
Noah A. Smith
Yejin Choi
137
105
0
27 Apr 2023
Uncertainty-Aware Natural Language Inference with Stochastic Weight
  Averaging
Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging
Aarne Talman
H. Çelikkanat
Sami Virpioja
Markus Heinonen
Jörg Tiedemann
BDLUQCV
81
8
0
10 Apr 2023
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing
  the Biases Introduced by Task Design
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design
Valentina Pyatkin
Frances Yung
Merel C. J. Scholman
Reut Tsarfaty
Ido Dagan
Vera Demberg
120
12
0
03 Apr 2023
Natural Language Reasoning, A Survey
Natural Language Reasoning, A Survey
Fei Yu
Hongbo Zhang
Prayag Tiwari
Benyou Wang
ReLMLRM
171
63
0
26 Mar 2023
Investigating Multi-source Active Learning for Natural Language
  Inference
Investigating Multi-source Active Learning for Natural Language Inference
Ard Snijders
Douwe Kiela
Katerina Margatina
77
7
0
14 Feb 2023
Probing neural language models for understanding of words of estimative
  probability
Probing neural language models for understanding of words of estimative probability
Damien Sileo
Marie-Francine Moens
44
12
0
07 Nov 2022
Pneg: Prompt-based Negative Response Generation for Dialogue Response
  Selection Task
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task
Nyoungwoo Lee
Yujin Baek
Ho-Jin Choi
Jaegul Choo
76
6
0
31 Oct 2022
Stop Measuring Calibration When Humans Disagree
Stop Measuring Calibration When Humans Disagree
Joris Baan
Wilker Aziz
Barbara Plank
Raquel Fernández
90
56
0
28 Oct 2022
Ambiguous Images With Human Judgments for Robust Visual Event
  Classification
Ambiguous Images With Human Judgments for Robust Visual Event Classification
Kate Sanders
Reno Kriz
Anqi Liu
Benjamin Van Durme
82
12
0
06 Oct 2022
Possible Stories: Evaluating Situated Commonsense Reasoning under
  Multiple Possible Scenarios
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios
Mana Ashida
Saku Sugawara
91
6
0
16 Sep 2022
Natural Language Deduction through Search over Statement Compositions
Natural Language Deduction through Search over Statement Compositions
Kaj Bostrom
Zayne Sprague
Swarat Chaudhuri
Greg Durrett
ReLMLRM
101
46
0
16 Jan 2022
Refined Commonsense Knowledge from Large-Scale Web Contents
Refined Commonsense Knowledge from Large-Scale Web Contents
Shrestha Ghosh
Simon Razniewski
Julien Romero
Gerhard Weikum
79
32
0
30 Nov 2021
Clean or Annotate: How to Spend a Limited Data Collection Budget
Clean or Annotate: How to Spend a Limited Data Collection Budget
Derek Chen
Zhou Yu
Samuel R. Bowman
77
13
0
15 Oct 2021
NOPE: A Corpus of Naturally-Occurring Presuppositions in English
NOPE: A Corpus of Naturally-Occurring Presuppositions in English
Alicia Parrish
Sebastian Schuster
Alex Warstadt
Omar Agha
Soo-hwan Lee
Zhuoye Zhao
Sam Bowman
Tal Linzen
LRM
93
28
0
14 Sep 2021
Learning with Different Amounts of Annotation: From Zero to Many Labels
Learning with Different Amounts of Annotation: From Zero to Many Labels
Shujian Zhang
Chengyue Gong
Eunsol Choi
81
32
0
09 Sep 2021
Embracing Ambiguity: Shifting the Training Target of NLI Models
Embracing Ambiguity: Shifting the Training Target of NLI Models
Johannes Mario Meissner
Napat Thumwanit
Saku Sugawara
Akiko Aizawa
60
22
0
06 Jun 2021
Distributed NLI: Learning to Predict Human Opinion Distributions for
  Language Reasoning
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning
Xiang Zhou
Yixin Nie
Joey Tianyi Zhou
UQCV
51
29
0
18 Apr 2021
Capturing Label Distribution: A Case Study in NLI
Capturing Label Distribution: A Case Study in NLI
Shujian Zhang
Chengyue Gong
Eunsol Choi
77
8
0
13 Feb 2021
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification
Jiangjie Chen
Qiaoben Bao
Changzhi Sun
Xinbo Zhang
Jiaze Chen
Hao Zhou
Yanghua Xiao
Lei Li
LRM
115
34
0
25 Dec 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
Yichen Jiang
Shikha Bordia
Zheng Zhong
Charles Dognin
M. Singh
Joey Tianyi Zhou
110
159
0
05 Nov 2020
ANLIzing the Adversarial Natural Language Inference Dataset
ANLIzing the Adversarial Natural Language Inference Dataset
Adina Williams
Tristan Thrush
Douwe Kiela
AAML
253
47
0
24 Oct 2020
Natural Language Inference with Mixed Effects
Natural Language Inference with Mixed Effects
William Gantt
Benjamin Kane
A. White
CML
75
11
0
20 Oct 2020
The Extraordinary Failure of Complement Coercion Crowdsourcing
The Extraordinary Failure of Complement Coercion Crowdsourcing
Yanai Elazar
Victoria Basmov
Shauli Ravfogel
Yoav Goldberg
Reut Tsarfaty
99
6
0
12 Oct 2020
What Can We Learn from Collective Human Opinions on Natural Language
  Inference Data?
What Can We Learn from Collective Human Opinions on Natural Language Inference Data?
Yixin Nie
Xiang Zhou
Joey Tianyi Zhou
98
138
0
07 Oct 2020
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