factual consistency

Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024 TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 2024 Visual Enhanced Entity-Level Interaction Network for Multimodal Summarization NAACL 2024 Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023 AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL 2023 DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence EACL 2023 Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023 Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency ACL 2023 Evaluating Factual Consistency of Texts with Semantic Role Labeling ACL 2023 Evaluating Factuality in Cross-lingual Summarization ACL 2023 Evaluating the Factual Consistency of Large Language Models Through News Summarization ACL 2023 Factual Consistency Oriented Speech Recognition Interspeech 2023 Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback ACL 2023 FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization EMNLP 2023 Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023 Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023 Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization ACL 2023 Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency ACL 2023 Models See Hallucinations: Evaluating the Factuality in Video Captioning EMNLP 2023 Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023 Multilingual Summarization with Factual Consistency Evaluation ACL 2023 NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023 On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023 Open-World Factually Consistent Question Generation ACL 2023 Text Alignment Is An Efficient Unified Model for Massive NLP Tasks NeurIPS 2023