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Measuring and Reducing LLM Hallucination without Gold-Standard Answers via Expertise-Weighting.

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Peer Loss Functions: Learning from Noisy Labels without Knowing Noise Rates., and . CoRR, (2019)Behavior Contrastive Learning for Unsupervised Skill Discovery., , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 39183-39204. PMLR, (2023)Life Assistants for the Elderly Based on Mobile Devices., , , , , and . DASC/PiCom/DataCom/CyberSciTech, page 537-542. IEEE, (2019)Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3899-3909. PMLR, (2021)Provably Efficient Offline Reinforcement Learning for Partially Observable Markov Decision Processes., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 8016-8038. PMLR, (2022)Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning., , , , and . CoRR, (2024)ChildGuard: A Child-Safety Monitoring System., , , , , and . IEEE Multim., 24 (4): 48-57 (2017)An improved localization method in cyber-social environments with obstacles., , , , , , and . Comput. Electr. Eng., (2020)Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards., , , , , and . CoRR, (2024)Measuring and Reducing LLM Hallucination without Gold-Standard Answers via Expertise-Weighting., , , , , and . CoRR, (2024)