conftrace_

factuality detection

12 papers

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Co-occurring keywords · papers mentioning both

text summarization (3) text classification (3) large language model (2) abstractive summarization (2) language model (2) question answering (2) natural language inference (2) media profiling (1) factual inconsistency (1) event argument (1)

Papers

Are the Hidden States Hiding Something? Testing the Limits of Factuality-Encoding Capabilities in LLMs ACL 2025 ModaFact: Multi-paradigm Evaluation for Joint Event Modality and Factuality Detection COLING 2025 Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025 Detecting Response Generation Not Requiring Factual Judgment NAACL 2024 MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024 Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024 SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles EMNLP 2024 Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking ACL 2024 Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors ACL 2023 A Survey on Multimodal Disinformation Detection COLING 2022 Annotating and Modeling Fine-grained Factuality in Summarization NAACL 2021 Tanbih: Get To Know What You Are Reading EMNLP 2019