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1. IR-LLM/Awesome-Information-Retrieval-in-the-Age-of-Large-Language-Model IR-LLM/Awesome-Information-Retrieval-in-the-Age-of-Large-Language-Model Public

   A curated list of awesome papers about information retrieval(IR) in the age of large language model(LLM). These include retrieval augmented large language model, large language model for informatio…

   77 8

2. Trustworthy-Information-Access/When-to-Retrieve Trustworthy-Information-Access/When-to-Retrieve Public

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

   Python 24 2

3. Trustworthy-Information-Access/LLM-Knowledge-Boundary-Perception-via-Internal-States Trustworthy-Information-Access/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

4. Awesome-LMs-Perception-of-Their-Knowledge-Boundaries-Papers Awesome-LMs-Perception-of-Their-Knowledge-Boundaries-Papers Public

   This is a repo consisting of papers about LLMs' perception of their knowledge boundaries; Uncertainty Quantification; Honesty Alignment; When to retrieve.

   24 1

5. Trustworthy-Information-Access/Annotation-Efficient-Universal-Honesty-Alignment Trustworthy-Information-Access/Annotation-Efficient-Universal-Honesty-Alignment Public

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

   Python 7