conftrace_

faithfulness evaluation

58 papers

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large language model (14) hallucination detection (13) text summarization (9) abstractive summarization (8) natural language inference (8) text generation (6) retrieval-augmented generation (4) model interpretability (4) feature attribution (4) natural language generation (4)

Papers

On the Impact of Temporal Concept Drift on Model Explanations EMNLP 2022 UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ACL 2022 “Will You Find These Shortcuts?” A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification EMNLP 2022 Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View AAAI 2021 FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization ACL 2020 Modeling Fluency and Faithfulness for Diverse Neural Machine Translation AAAI 2020 Obtaining Faithful Interpretations from Compositional Neural Networks ACL 2020 On Faithfulness and Factuality in Abstractive Summarization ACL 2020