Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation

23 October 2023

Papers citing "Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation"

10 / 10 papers shown

Title
1.5-Pints Technical Report: Pretraining in Days, Not Months -- Your Language Model Thrives on Quality Data Calvin Tan Jerome Wang ALM 33 2 0 07 Aug 2024
Look Within, Why LLMs Hallucinate: A Causal Perspective He Li Haoang Chi Mingyu Liu Wenjing Yang LRM 29 3 0 14 Jul 2024
Linguistically Conditioned Semantic Textual Similarity Jingxuan Tu Keer Xu Liulu Yue Bingyang Ye Kyeongmin Rim James Pustejovsky 38 1 0 06 Jun 2024
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification Yuchen Tian Weixiang Yan Qian Yang Xuandong Zhao Qian Chen Ziyang Luo Lei Ma Lei Ma Dawn Song 21 7 0 30 Apr 2024
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems Clemencia Siro Mohammad Aliannejadi Maarten de Rijke 27 3 0 15 Apr 2024
Triple-Encoders: Representations That Fire Together, Wire Together Justus-Jonas Erker Florian Mai Nils Reimers Gerasimos Spanakis Iryna Gurevych 15 2 0 19 Feb 2024
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation Yihao Fang Stephen W. Thomas Xiaodan Zhu RALM 13 2 0 14 Feb 2024
Prompting open-source and commercial language models for grammatical error correction of English learner text Christopher Davis Andrew Caines Oistein Andersen Shiva Taslimipoor H. Yannakoudakis Zheng Yuan Christopher Bryant Marek Rei P. Buttery 27 13 0 15 Jan 2024
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 404 2,576 0 03 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016