factual error correction

14 papers

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Also known as

FEC

Co-occurring keywords

large language model (12755) fact verification (253) text editing (85) knowledge editing (283) text generation (2903) language model (4573) knowledge distillation (3680) distant supervision (314) abstractive summarization (631) factual error (18)

Papers

CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs ACL 2025

Retrieval-Augmented Multilingual Knowledge Editing ACL 2024

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning ACL 2024

Improving Factual Error Correction by Learning to Inject Factual Errors AAAI 2024

Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023

The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction EMNLP 2023

PivotFEC: Enhancing Few-shot Factual Error Correction with a Pivot Task Approach using Large Language Models EMNLP 2023

Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023

Zero-shot Faithful Factual Error Correction ACL 2023

Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework ACL 2023

Factual Error Correction for Abstractive Summaries Using Entity Retrieval EMNLP 2022

Evidence-based Factual Error Correction ACL 2021

Evidence-based Factual Error Correction IJCNLP 2021

Factual Error Correction for Abstractive Summarization Models EMNLP 2020