Augmenting LLMs with Knowledge: A survey on hallucination prevention

Augmenting LLMs with Knowledge: A survey on hallucination prevention

28 September 2023

Papers citing "Augmenting LLMs with Knowledge: A survey on hallucination prevention"

16 / 16 papers shown

Title
Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report Markus Dablander 75 0 0 18 Dec 2024
Comparing Criteria Development Across Domain Experts, Lay Users, and Models in Large Language Model Evaluation Annalisa Szymanski Simret Araya Gebreegziabher Oghenemaro Anuyah Ronald A Metoyer T. Li ALM ELM 32 6 0 02 Oct 2024
Logically Consistent Language Models via Neuro-Symbolic Integration Diego Calanzone Stefano Teso Antonio Vergari LRM 76 6 0 09 Sep 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales Tianyang Xu Shujin Wu Shizhe Diao Xiaoze Liu Xingyao Wang Yangyi Chen Jing Gao LRM 29 27 0 31 May 2024
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions Mohammed Hassanin Nour Moustafa 36 26 0 23 May 2024
Understanding Privacy Risks of Embeddings Induced by Large Language Models Zhihao Zhu Ninglu Shao Defu Lian Chenwang Wu Zheng Liu Yi Yang Enhong Chen 35 0 0 25 Apr 2024
Enhancing Trust in Autonomous Agents: An Architecture for Accountability and Explainability through Blockchain and Large Language Models Laura Fernández-Becerra Miguel Ángel González Santamarta Ángel Manuel Guerrero Higueras Francisco J. Rodríguez-Lera Vicente Matellán Olivera 34 0 0 14 Mar 2024
LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset Ahmed Izzidien Holli Sargeant Felix Steffek AILaw ELM 34 7 0 04 Mar 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee M. Asim Koichi Kise Sebastian Vollmer 41 0 0 12 Feb 2024
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs Ruijie Wang Luca Rossetto Michael Cochez Abraham Bernstein 17 0 0 04 Dec 2023
Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge Genglin Liu Xingyao Wang Lifan Yuan Yangyi Chen Hao Peng 29 16 0 16 Nov 2023
A Knowledge Engineering Primer Agnieszka Lawrynowicz 27 0 0 26 May 2023
"According to ...": Prompting Language Models Improves Quoting from Pre-Training Data Orion Weller Marc Marone Nathaniel Weir Dawn J Lawrie Daniel Khashabi Benjamin Van Durme HILM 70 44 0 22 May 2023
Fine-tuned Language Models are Continual Learners Thomas Scialom Tuhin Chakrabarty Smaranda Muresan CLL LRM 145 116 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,915 0 04 Mar 2022
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 235 280 0 15 Jul 2021