conftrace_

factual inconsistency

12 papers

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Co-occurring keywords · papers mentioning both

natural language inference (6) large language model (4) factual consistency (4) abstractive summarization (3) dialogue summarization (2) text summarization (2) text generation (2) factual reasoning (1) benchmark creation (1) summary evaluation (1)

Papers

PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ACL 2026 TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs AAAI 2026 Conflicts in Texts: Data, Implications and Challenges EMNLP 2025 Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization NAACL 2025 Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025 Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models NAACL 2024 Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024 Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024 SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP 2023 SWING: Balancing Coverage and Faithfulness for Dialogue Summarization EACL 2023 Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization NAACL 2022 Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022