LLMs Will Always Hallucinate, and We Need to Live With This

9 September 2024

Papers citing "LLMs Will Always Hallucinate, and We Need to Live With This"

24 / 24 papers shown

Title
Osiris: A Lightweight Open-Source Hallucination Detection System Alex Shan John Bauer Christopher D. Manning HILM VLM 50 0 0 07 May 2025
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations Yiyou Sun Y. Gai Lijie Chen Abhilasha Ravichander Yejin Choi D. Song HILM 57 0 0 17 Apr 2025
Hallucination, reliability, and the role of generative AI in science Charles Rathkopf HILM 45 0 0 11 Apr 2025
Unraveling Human-AI Teaming: A Review and Outlook Bowen Lou Tian Lu T. S. Raghu Yingjie Zhang 26 0 0 08 Apr 2025
Automated Factual Benchmarking for In-Car Conversational Systems using Large Language Models Rafael Giebisch Ken E. Friedl Lev Sorokin Andrea Stocco HILM 52 0 0 01 Apr 2025
Lost in Cultural Translation: Do LLMs Struggle with Math Across Cultural Contexts? Aabid Karim Abdul Karim Bhoomika Lohana Matt Keon Jaswinder Singh A. Sattar 52 0 0 23 Mar 2025
Logic-RAG: Augmenting Large Multimodal Models with Visual-Spatial Knowledge for Road Scene Understanding Imran Kabir Md. Alimoor Reza Syed Masum Billah ReLM VLM LRM 80 0 0 16 Mar 2025
HalluVerse25: Fine-grained Multilingual Benchmark Dataset for LLM Hallucinations Samir Abdaljalil Hasan Kurban Erchin Serpedin HILM 64 0 0 10 Mar 2025
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs Samir Abdaljalil Filippo Pallucchini Andrea Seveso Hasan Kurban Fabio Mercorio Erchin Serpedin HILM 74 0 0 04 Mar 2025
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning Wenjie Wu Yongcheng Jing Yingjie Wang Wenbin Hu Dacheng Tao RALM LRM 66 2 0 03 Mar 2025
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión? Carlos Gómez-Rodríguez SyDa AILaw ELM VLM 111 0 0 25 Feb 2025
`Generalization is hallucination' through the lens of tensor completions Liang Ze Wong VLM 70 0 0 24 Feb 2025
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? Zhenheng Tang Xiang Liu Qian Wang Peijie Dong Bingsheng He Xiaowen Chu Bo Li LRM 61 1 0 24 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 59 0 0 16 Feb 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering Zongxi Li Y. Li Haoran Xie S. J. Qin 70 0 0 03 Feb 2025
Large Language Models as Common-Sense Heuristics Andrey Borro Patricia J. Riddle Michael W Barley Michael Witbrock LRM LM&Ro 136 1 0 31 Jan 2025
Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking Xiaoxue Cheng Junyi Li Wayne Xin Zhao Zhicheng Dou HILM LRM 38 0 0 02 Jan 2025
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation Harsh Singh Rocktim Jyoti Das Mingfei Han Preslav Nakov Ivan Laptev LM&Ro LLMAG 76 2 0 26 Nov 2024
No Free Lunch: Fundamental Limits of Learning Non-Hallucinating Generative Models Changlong Wu A. Grama Wojciech Szpankowski 32 1 0 24 Oct 2024
Smart ETL and LLM-based contents classification: the European Smart Tourism Tools Observatory experience Diogo Cosme António Galvão Fernando Brito e Abreu 17 0 0 24 Oct 2024
A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice Hsiu-Yuan Huang Yutong Yang Zhaoxi Zhang Sanwoo Lee Yunfang Wu 44 9 0 20 Oct 2024
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning Vernon Y.H. Toh Deepanway Ghosal Soujanya Poria LRM 54 2 0 16 Oct 2024
Truth or Deceit? A Bayesian Decoding Game Enhances Consistency and Reliability Weitong Zhang Chengqi Zang Bernhard Kainz 31 0 0 01 Oct 2024
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 112 107 0 22 Sep 2022