Koishi's Day 2024 Paper (NeurIPS 2024): An advanced persona-driven role-playing system with global faithfulness quantification and optimization. In memory of the Koishi's Day of 2024.
FactNews is the first dataset to predict sentence-level factuality of news reporting. Furthemore, we provide baseline results for sentence-level factuality and media bias predicition in Portuguese. The FactNews is composed of 6,191 annotated sentences by factuality and media bias definitions by AllSides.
Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization
An explainable sentence similarity measurement
The main application and user interface for Authormaton
Factual Explainable Recommendation Framework: Datasets & Evaluation
vs_rag detects contradictions between retrieved documents before generating an answer, so your AI doesn't silently lie when its sources disagree. Configurable conflict policies, full source traceability. For when knowing where your sources disagree matters more than just getting an answer.
trustLLM latest updates- 28-05-2026
Annotated LLM outputs with hallucinations, semantic inconsistencies, and ethical failure modes
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