Contrastive Learning Reduces Hallucination in Conversations

Contrastive Learning Reduces Hallucination in Conversations

20 December 2022

Maarten de Rijke

Papers citing "Contrastive Learning Reduces Hallucination in Conversations"

13 / 13 papers shown

Title
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 145 1 0 18 Feb 2025
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 17 3 0 19 Oct 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 54 36 0 23 Apr 2024
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang J. Hu Hsinchun Chen 12 7 0 27 Dec 2023
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots Gelei Deng Yi Liu Yuekang Li Kailong Wang Ying Zhang Zefeng Li Haoyu Wang Tianwei Zhang Yang Liu SILM 17 118 0 16 Jul 2023
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints Parker Seegmiller Joseph Gatto Madhusudan Basak Diane J. Cook Hassan Ghasemzadeh John A. Stankovic S. Preum 11 1 0 16 Mar 2023
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation Chujie Zheng Minlie Huang 51 44 0 14 Sep 2021
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang 45 22 0 12 Sep 2021
Substructure Substitution: Structured Data Augmentation for NLP Freda Shi Karen Livescu Kevin Gimpel 172 39 0 02 Jan 2021
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models Xueliang Zhao Wei Yu Wu Can Xu Chongyang Tao Dongyan Zhao Rui Yan 167 181 0 17 Oct 2020
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 89 69 0 13 Oct 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 243 1,791 0 17 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019