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2112.06204
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Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup
12 December 2021
Yordan Yordanov
Vid Kocijan
Thomas Lukasiewicz
Oana-Maria Camburu
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Papers citing
"Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup"
18 / 18 papers shown
Title
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks
Jing Yang
Max Glockner
Anderson de Rezende Rocha
Iryna Gurevych
LRM
73
1
0
07 Feb 2025
PromptExp: Multi-granularity Prompt Explanation of Large Language Models
Ximing Dong
Shaowei Wang
Dayi Lin
Gopi Krishnan Rajbahadur
Boquan Zhou
Shichao Liu
Ahmed E. Hassan
AAML
LRM
30
1
0
16 Oct 2024
Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation
Jing Yang
Anderson de Rezende Rocha
44
1
0
05 Oct 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
Tianyang Xu
Shujin Wu
Shizhe Diao
Xiaoze Liu
Xingyao Wang
Yangyi Chen
Jing Gao
LRM
29
27
0
31 May 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda
Johannes Schneider
83
26
0
15 Apr 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales?
Fan Huang
Haewoon Kwak
Kunwoo Park
Jisun An
ALM
ELM
AI4MH
40
12
0
26 Mar 2024
S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning
Wei Suo
Mengyang Sun
Weisong Liu
Yi-Meng Gao
Peifeng Wang
Yanning Zhang
Qi Wu
LRM
38
7
0
05 Sep 2023
Explainability for Large Language Models: A Survey
Haiyan Zhao
Hanjie Chen
Fan Yang
Ninghao Liu
Huiqi Deng
Hengyi Cai
Shuaiqiang Wang
Dawei Yin
Jundong Li
LRM
29
411
0
02 Sep 2023
SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations
Jesus Solano
Oana-Maria Camburu
Pasquale Minervini
20
1
0
22 May 2023
Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation
Nan-Jiang Jiang
Chenhao Tan
M. Marneffe
32
2
0
24 Apr 2023
FLUTE: Figurative Language Understanding through Textual Explanations
Tuhin Chakrabarty
Arkadiy Saakyan
Debanjan Ghosh
Smaranda Muresan
49
66
0
24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
395
8,495
0
28 Jan 2022
The Defeat of the Winograd Schema Challenge
Vid Kocijan
E. Davis
Thomas Lukasiewicz
G. Marcus
L. Morgenstern
21
40
0
07 Jan 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations
Sarah Wiegreffe
Jack Hessel
Swabha Swayamdipta
Mark O. Riedl
Yejin Choi
21
142
0
16 Dec 2021
Few-Shot Self-Rationalization with Natural Language Prompts
Ana Marasović
Iz Beltagy
Doug Downey
Matthew E. Peters
LRM
26
106
0
16 Nov 2021
Local Interpretations for Explainable Natural Language Processing: A Survey
Siwen Luo
Hamish Ivison
S. Han
Josiah Poon
MILM
33
48
0
20 Mar 2021
Measuring Association Between Labels and Free-Text Rationales
Sarah Wiegreffe
Ana Marasović
Noah A. Smith
282
170
0
24 Oct 2020
e-SNLI: Natural Language Inference with Natural Language Explanations
Oana-Maria Camburu
Tim Rocktaschel
Thomas Lukasiewicz
Phil Blunsom
LRM
260
620
0
04 Dec 2018
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