WeCheck: Strong Factual Consistency Checker via Weakly Supervised
Learning

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning

20 December 2022

Sujian Li

Papers citing "WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning"

8 / 8 papers shown

Title
Grounded in Context: Retrieval-Based Method for Hallucination Detection Assaf Gerner Netta Madvil Nadav Barak Alex Zaikman Jonatan Liberman ... Yaron Friedman Neal Harow Noam Bresler Shir Chorev Philip Tannor HILM 17 0 0 22 Apr 2025
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance Omer Nahum Nitay Calderon Orgad Keller Idan Szpektor Roi Reichart 21 1 0 24 Oct 2024
Assessment of Transformer-Based Encoder-Decoder Model for Human-Like Summarization Sindhu Nair Y. S. Rao Radha Shankarmani 16 0 0 22 Oct 2024
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models Zorik Gekhman Jonathan Herzig Roee Aharoni Chen Elkind Idan Szpektor HILM ELM 19 70 0 18 May 2023
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 16 3 0 22 Oct 2022
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 215 305 0 27 Apr 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 238 254 0 02 Feb 2021
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 167 3,504 0 10 Jun 2015