Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization

12 May 2022

Papers citing "Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization"

8 / 8 papers shown

Title
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation Xiaonan Jing Srinivas Billa Danny Godbout HILM 40 0 0 16 Oct 2024
STORYSUMM: Evaluating Faithfulness in Story Summarization Melanie Subbiah Faisal Ladhak Akankshya Mishra Griffin Adams Lydia B. Chilton Kathleen McKeown 45 4 0 09 Jul 2024
FineSurE: Fine-grained Summarization Evaluation using LLMs Hwanjun Song Hang Su Igor Shalyminov Jason (Jinglun) Cai Saab Mansour HILM 38 30 0 01 Jul 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 29 9 0 27 Feb 2024
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters Tal Schuster Sihao Chen S. Buthpitiya Alex Fabrikant Donald Metzler 18 41 0 15 Apr 2022
Tailor: Generating and Perturbing Text with Semantic Controls Alexis Ross Tongshuang Wu Hao Peng Matthew E. Peters Matt Gardner 136 77 0 15 Jul 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 225 305 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 175 3,509 0 10 Jun 2015