A Token-level Reference-free Hallucination Detection Benchmark for
Free-form Text Generation

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

18 April 2021

Zhifang Sui

Papers citing "A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation"

6 / 6 papers shown

Title
Span-Level Hallucination Detection for LLM-Generated Answers Passant Elchafei Mervet Abu-Elkheir HILM LRM 35 16 0 25 Apr 2025
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes Raúl Vázquez Timothee Mickus Elaine Zosa Teemu Vahtola Jörg Tiedemann ... Liane Guillou Ona de Gibert Jaione Bengoetxea Joseph Attieh Marianna Apidianaki HILM VLM LRM 48 0 0 16 Apr 2025
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Yifei Ming Senthil Purushwalkam Shrey Pandit Zixuan Ke Xuan-Phi Nguyen Caiming Xiong Shafiq R. Joty HILM 72 15 0 30 Sep 2024
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 77 30 0 17 Feb 2021
Shortformer: Better Language Modeling using Shorter Inputs Ofir Press Noah A. Smith M. Lewis 192 75 0 31 Dec 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang Xiaoyang Wang Bang An Dong Yu Changyou Chen LMTD 128 77 0 03 May 2020