faithfulness evaluation

Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations EMNLP 2024 Leveraging Entailment Judgements in Cross-Lingual Summarisation ACL 2024 Multi-Review Fusion-in-Context NAACL 2024 On the Faithfulness of Vision Transformer Explanations CVPR 2024 Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing NeurIPS 2024 STORYSUMM: Evaluating Faithfulness in Story Summarization EMNLP 2024 Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries EMNLP 2024 M^4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models NeurIPS 2023 Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023 Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods ACL 2023 Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization ACL 2023 Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023 Faithfulness-Aware Decoding Strategies for Abstractive Summarization EACL 2023 Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI AAAI 2023 Multi-View Source Ablation for Faithful Summarization EACL 2023 Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs EMNLP 2023 Rigorously Assessing Natural Language Explanations of Neurons EMNLP 2023 Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce EMNLP 2023 The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering ACL 2023 TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering ICCV 2023 Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023 A Multilingual Perspective Towards the Evaluation of Attribution Methods in Natural Language Inference EMNLP 2022 Analyzing and Evaluating Faithfulness in Dialogue Summarization EMNLP 2022 Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining EMNLP 2022 Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022