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faithfulness assessment

6 papers

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Co-occurring keywords · papers mentioning both

large language model (2) abstractive summarization (2) faithfulness evaluation (2) hallucination detection (2) evaluation metric (2) hallucination mitigation (2) fine-grained evaluation (1) factual hallucination (1) climate science (1) summary evaluation (1)

Papers

Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025 A Critical Look at Meta-evaluating Summarisation Evaluation Metrics EMNLP 2024 FineSurE: Fine-grained Summarization Evaluation using LLMs ACL 2024 GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization ACL 2023 Zero-shot Faithful Factual Error Correction ACL 2023 FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization ACL 2020