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@Trustworthy-Information-Access

Trustworthy Information Access

A research group in CAS Key Laboratory of Network Data Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences

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  1. When-to-Retrieve When-to-Retrieve Public

    Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"

    Python 24 2

  2. LLM-Knowledge-Boundary-Perception-via-Internal-States LLM-Knowledge-Boundary-Perception-via-Internal-States Public

    Official code for the paper Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. The code is based on transformers.

    Python 19 1

  3. Annotation-Efficient-Universal-Honesty-Alignment Annotation-Efficient-Universal-Honesty-Alignment Public

    This is the official repo of the paper "Annotation-Efficient Universal Honesty Alignment"

    Python 9

  4. Passage-Injection Passage-Injection Public

    Official code for the paper Injecting External Knowledge into the Reasoning Process Enhances Retrieval-Augmented Generation.

    Python 8 1

  5. DualIPW DualIPW Public

    Python 3

  6. LLM-QL LLM-QL Public

    Code of the paper "Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling"

    Python 3

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