Trustworthy Information Access
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When-to-Retrieve
When-to-Retrieve PublicImplementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"
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LLM-Knowledge-Boundary-Perception-via-Internal-States
LLM-Knowledge-Boundary-Perception-via-Internal-States PublicOfficial code for the paper Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. The code is based on transformers.
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Annotation-Efficient-Universal-Honesty-Alignment
Annotation-Efficient-Universal-Honesty-Alignment PublicThis is the official repo of the paper "Annotation-Efficient Universal Honesty Alignment"
Python 9
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Passage-Injection
Passage-Injection PublicOfficial code for the paper Injecting External Knowledge into the Reasoning Process Enhances Retrieval-Augmented Generation.
Repositories
- Tab-ViR Public
Trustworthy-Information-Access/Tab-ViR’s past year of commit activity - Annotation-Efficient-Universal-Honesty-Alignment Public
This is the official repo of the paper "Annotation-Efficient Universal Honesty Alignment"
Trustworthy-Information-Access/Annotation-Efficient-Universal-Honesty-Alignment’s past year of commit activity - Calibration-Under-Multiple-Correct-Answers Public
This is the official repo for "Evaluating and Calibrating LLM Confidence on Questions with Multiple Correct Answers".
Trustworthy-Information-Access/Calibration-Under-Multiple-Correct-Answers’s past year of commit activity - Utility-Focused-LLM-Annotation Public
Code of the paper "Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation"
Trustworthy-Information-Access/Utility-Focused-LLM-Annotation’s past year of commit activity - LLM-Impact-Term-Retrieval Public
Trustworthy-Information-Access/LLM-Impact-Term-Retrieval’s past year of commit activity - LLM-QL Public
Code of the paper "Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling"
Trustworthy-Information-Access/LLM-QL’s past year of commit activity - LLMAnn_Click Public
Trustworthy-Information-Access/LLMAnn_Click’s past year of commit activity - THYME Public
Trustworthy-Information-Access/THYME’s past year of commit activity - A-Comparative-Study-of-Specialized-LLMs-as-Dense-Retrievers Public
Code of the paper "A Comparative Study of Specialized LLMs as Dense Retrievers"
Trustworthy-Information-Access/A-Comparative-Study-of-Specialized-LLMs-as-Dense-Retrievers’s past year of commit activity - UtilitySelection Public
Code of the paper "Distilling a Small Utility-Based Passage Selector to Enhance Retrieval-Augmented Generation"
Trustworthy-Information-Access/UtilitySelection’s past year of commit activity
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