KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level
Hallucination Detection

KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection

13 October 2023

Papers citing "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection"

17 / 17 papers shown

Title
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates L. Yang Zhaochen Yu Bin Cui Mengdi Wang ReLM LRM AI4CE 98 10 0 10 Feb 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models Yanwen Huang Yong Zhang Ning Cheng Zhitao Li Shaojun Wang Jing Xiao 86 0 0 02 Jan 2025
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty Qing Zong Zekun Wang Tianshi Zheng Xiyu Ren Yangqiu Song 62 1 0 31 Dec 2024
Edit-Constrained Decoding for Sentence Simplification Tatsuya Zetsu Yuki Arase Tomoyuki Kajiwara 27 0 0 28 Sep 2024
KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogical Argument Mining Zihao Zheng Zhaowei Wang Qing Zong Yangqiu Song LRM 48 1 0 29 Jul 2024
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access Saibo Geng Berkay Döner Chris Wendler Martin Josifoski Robert West 40 3 0 18 Jan 2024
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 85 253 0 22 May 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 152 391 0 15 Mar 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 157 0 31 Dec 2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller Zhaowei Wang Hongming Zhang Tianqing Fang Yangqiu Song Ginny Wong Simon See 78 14 0 13 Oct 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 236 128 0 25 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 319 11,953 0 04 Mar 2022
Generative Cooperative Networks for Natural Language Generation Sylvain Lamprier Thomas Scialom Antoine Chaffin Vincent Claveau Ewa Kijak Jacopo Staiano Benjamin Piwowarski GAN 51 13 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks Kaiqiang Xu Xinchen Wan Hao Wang Zhenghang Ren Xudong Liao D. Sun Chaoliang Zeng Kai Chen 57 31 0 04 Oct 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 167 101 0 14 Jul 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 231 305 0 27 Apr 2021