Zero-shot Faithful Factual Error Correction

Zero-shot Faithful Factual Error Correction

13 May 2023

Kung-Hsiang Huang

Heng Ji

Papers citing "Zero-shot Faithful Factual Error Correction"

16 / 16 papers shown

Title
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 65 0 0 04 Jun 2024
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval Kung-Hsiang Huang Chengxiang Zhai Heng Ji HILM LRM 38 17 0 05 Sep 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization David Wan Joey Tianyi Zhou HILM 34 69 0 16 May 2022
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations Leonardo F. R. Ribeiro Mengwen Liu Iryna Gurevych Markus Dreyer Mohit Bansal HILM 36 59 0 13 Apr 2022
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning Xiangru Tang Arjun Nair Borui Wang Bingyao Wang Jai Desai Aaron Wade Haoran Li Asli Celikyilmaz Yashar Mehdad Dragomir R. Radev HILM 34 62 0 16 Dec 2021
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban Tobias Schnabel Paul N. Bennett Marti A. Hearst HILM 57 387 0 18 Nov 2021
X-FACT: A New Benchmark Dataset for Multilingual Fact Checking Ashim Gupta Vivek Srikumar HILM 50 99 0 17 Jun 2021
Zero-shot Fact Verification by Claim Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan Wenjie Wang 42 57 0 31 May 2021
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch Tania Bedrax-Weiss Dan Roth 47 110 0 01 Oct 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 103 727 0 02 May 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 80 440 0 30 Apr 2020
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 62 739 0 28 Oct 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 158 1,475 0 24 May 2019
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 100 1,621 0 14 Mar 2018
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 366 4,444 0 18 Apr 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 126 8,067 0 16 Jun 2016