Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations
from Large Language Models

Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models

7 February 2024

Sree Harsha Tanneru

Himabindu Lakkaraju

Papers citing "Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models"

9 / 9 papers shown

Title
Rubrik's Cube: Testing a New Rubric for Evaluating Explanations on the CUBE dataset Diana Galván-Sosa Gabrielle Gaudeau Pride Kavumba Yunmeng Li Hongyi gu Zheng Yuan Keisuke Sakaguchi P. Buttery LRM 35 0 0 31 Mar 2025
Evaluating Vision-Language Models as Evaluators in Path Planning Mohamed Aghzal Xiang Yue E. Plaku Ziyu Yao LRM 72 1 0 27 Nov 2024
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning Elita Lobo Chirag Agarwal Himabindu Lakkaraju LRM 70 5 0 22 Nov 2024
LLMs generate structurally realistic social networks but overestimate political homophily Serina Chang Alicja Chaszczewicz Emma Wang Maya Josifovska Emma Pierson J. Leskovec 40 6 0 29 Aug 2024
Transformer Circuit Faithfulness Metrics are not Robust Joseph Miller Bilal Chughtai William Saunders 45 7 0 11 Jul 2024
Evaluating Human Alignment and Model Faithfulness of LLM Rationale Mohsen Fayyaz Fan Yin Jiao Sun Nanyun Peng 48 3 0 28 Jun 2024
Securing the Future of GenAI: Policy and Technology Mihai Christodorescu Craven S. Feizi Neil Zhenqiang Gong Mia Hoffmann ... Jessica Newman Emelia Probasco Yanjun Qi Khawaja Shams Turek SILM 26 3 0 21 May 2024
Evaluating Class Membership Relations in Knowledge Graphs using Large Language Models Bradley Paul Allen Paul T. Groth 21 3 0 25 Apr 2024
The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models Matthew Renze Erhan Guven LRM 28 2 0 11 Jan 2024