Look Within, Why LLMs Hallucinate: A Causal Perspective

Look Within, Why LLMs Hallucinate: A Causal Perspective

14 July 2024

Wenjing Yang

Papers citing "Look Within, Why LLMs Hallucinate: A Causal Perspective"

5 / 5 papers shown

Title
Position: Foundation Models Need Digital Twin Representations Yiqing Shen Hao Ding Lalithkumar Seenivasan Tianmin Shu Mathias Unberath AI4CE 40 0 0 01 May 2025
Hallucination, Monofacts, and Miscalibration: An Empirical Investigation Muqing Miao Michael Kearns 67 0 0 11 Feb 2025
Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation Adam Bouyamourn 100 15 0 23 Oct 2023
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018