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Awesome faithfulness β curated papers, datasets & benchmarks Β· Awesome Large Language Models
β all topics
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faithfulness
9 papers tagged faithfulness β re-sort below
Papers
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9 papers Β· trending (default)
numbers = π₯ heat
PhantomFill: When the Form Demands an Answer, Language Models Invent One
(2026)
Rana Muhammad Usman
4.39
Precision Is Not Faithfulness: Coverage-Aware Evaluation of Grounded Generation with a Complete Oracle
(2026)
Juan S. Santillana
1.94
The Chain Holds, the Answer Folds: Trace-Answer Dissociation in Reasoning Models Under Adversarial Pressure
(2026)
Yubo Li et al.
1.89
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency
(2025)
Adel Ammar et al.
1.28
Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models
(2025)
Weihao Xuan et al.
1.28
Genie: Achieving Human Parity in Content-Grounded Datasets Generation
(2024)
Asaf Yehudai et al.
β
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
(2024)
Kunpeng Song et al.
β
Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models
(2024)
Hengyi Wang et al.
β
L-CiteEval: Do Long-Context Models Truly Leverage Context for Responding?
(2024)
Zecheng Tang et al.
β