On Measuring Faithfulness or Self-consistency of Natural Language Explanations

13 November 2023

Papers citing "On Measuring Faithfulness or Self-consistency of Natural Language Explanations"

6 / 6 papers shown

Title
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 43 0 0 01 May 2025
Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations? Letitia Parcalabescu Anette Frank MLLM CoGe VLM 63 3 0 29 Apr 2024
FaithLM: Towards Faithful Explanations for Large Language Models Yu-Neng Chuang Guanchu Wang Chia-Yuan Chang Ruixiang Tang Shaochen Zhong Fan Yang Mengnan Du Xuanting Cai Xia Hu LRM 32 1 0 07 Feb 2024
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 72 62 0 22 Sep 2022
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 252 151 0 24 Oct 2020
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 236 553 0 04 Dec 2018