v1v2 (latest)

Sources of Hallucination by Large Language Models on Inference Tasks

23 May 2023

Nick McKenna

Tianyi Li

Liang Cheng

Mohammad Javad Hosseini

Papers citing "Sources of Hallucination by Large Language Models on Inference Tasks"

21 / 21 papers shown

Title
Benchmarking and Pushing the Multi-Bias Elimination Boundary of LLMs via Causal Effect Estimation-guided Debiasing Zhouhao Sun Zhiyuan Kan Xiao Ding Li Du Yang Zhao Bing Qin Ting Liu 56 0 0 22 May 2025
TH-Bench: Evaluating Evading Attacks via Humanizing AI Text on Machine-Generated Text Detectors Jingyi Zheng Junfeng Wang Zhen Sun Wenhan Dong Yule Liu Xinlei He AAML 91 0 0 10 Mar 2025
GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking Yingjian Chen Haoran Liu Yinhong Liu Rui Yang Han Yuan ... Pengyuan Zhou Peng Yuan Zhou Qingyu Chen James Caverlee Irene Li HILM 96 0 0 23 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 213 173 0 28 Jan 2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning Jingyao Tang Lishuang Li Liteng Mi Haiming Wu Hongbin Lu KELM 87 0 0 03 Jan 2025
Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions Moran Yanuka Assaf Ben-Kish Yonatan Bitton Idan Szpektor Raja Giryes VLM 85 3 0 13 Nov 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 198 408 0 09 Feb 2024
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation Krishna Srinivasan K. Raman Anupam Samanta Ling-Yen Liao L. Bertelli Michael Bendersky RALM LRM 58 20 0 27 Oct 2022
Smoothing Entailment Graphs with Language Models Nick McKenna Tianyi Li Mark Johnson Mark Steedman 48 11 0 30 Jul 2022
Language models show human-like content effects on reasoning tasks Ishita Dasgupta Andrew Kyle Lampinen Stephanie C. Y. Chan Hannah R. Sheahan Antonia Creswell D. Kumaran James L. McClelland Felix Hill ReLM LRM 121 186 0 14 Jul 2022
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models Kushal Tirumala Aram H. Markosyan Luke Zettlemoyer Armen Aghajanyan TDI 106 194 0 22 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 500 6,279 0 05 Apr 2022
Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again Bernal Jiménez Gutiérrez Nikolas McNeal Clay Washington You Chen Lang Li Huan Sun Yu-Chuan Su 77 156 0 16 Mar 2022
Quantifying Memorization Across Neural Language Models Nicholas Carlini Daphne Ippolito Matthew Jagielski Katherine Lee Florian Tramèr Chiyuan Zhang PILM 121 628 0 15 Feb 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 817 9,576 0 28 Jan 2022
Do Prompt-Based Models Really Understand the Meaning of their Prompts? Albert Webson Ellie Pavlick LRM 109 372 0 02 Sep 2021
Multivalent Entailment Graphs for Question Answering Nick McKenna Liane Guillou Mohammad Javad Hosseini Sander Bijl de Vroe Mark Johnson Mark Steedman NAI 67 14 0 16 Apr 2021
Language Models for Lexical Inference in Context Martin Schmitt Hinrich Schütze 74 14 0 10 Feb 2021
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 665 24,528 0 26 Jul 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 234 579 0 02 May 2018
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 321 4,287 0 21 Aug 2015