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GPTZero finds 100 new hallucinations in NeurIPS 2025 accepted papers

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Published Paper GPTZero Scan Example of Verified Hallucination Comment

Efficient semantic uncertainty quantification in language models via diversity-steered sampling Sources

AI Nuo Lou and et al. Dsp: Diffusion-based span prediction for masked text modeling. arXiv preprint arXiv:2305.XXXX, 2023. No title or author match and arXiv ID is incomplete.

Efficient semantic uncertainty quantification in language models via diversity-steered sampling Sources

AI Asma Issa, George Mohler, and John Johnson. Paraphrase identification using deep contextualized representations. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 517-526, 2018. No author or title match. No match in publication.

Efficient semantic uncertainty quantification in language models via diversity-steered sampling Sources

AI Yichao Wang, Bowen Zhou, Adam Lopez, and Benjamin Snyder. Uncertainty quantification in abstractive summarization. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL), pp. 1234-1245, 2022. No author or title match.

Efficient semantic uncertainty quantification in language models via diversity-steered sampling Sources

AI Mohit Jain, Ethan Perez, and James Glass. Learning to predict confidence for language models. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 245-256, 2021. No author or title match. No match in publication

Privacy Reasoning in Ambiguous Contexts Sources

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