Evaluating Factual Consistency of Summaries with Large Language Models

Evaluating Factual Consistency of Summaries with Large Language Models

23 May 2023

Papers citing "Evaluating Factual Consistency of Summaries with Large Language Models"

10 / 10 papers shown

Title
SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval Griffin Adams Jason Zucker Noémie Elhadad 24 4 0 04 Jan 2024
Chainpoll: A high efficacy method for LLM hallucination detection Robert Friel Atindriyo Sanyal LRM HILM 11 24 0 22 Oct 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen Yiran Zhao Jinghan Zhang Ethan Chern Siyang Gao Pengfei Liu Junxian He HILM 14 33 0 01 Oct 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models Zorik Gekhman Jonathan Herzig Roee Aharoni Chen Elkind Idan Szpektor HILM ELM 27 70 0 18 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 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 303 11,881 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 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 205 1,654 0 15 Oct 2021
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
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,508 0 10 Jun 2015