ShiyuNee / Awesome-LMs-Perception-of-Their-Knowledge-Boundaries-PapersLinks
This is a repo consisting of papers about LLMs' perception of their knowledge boundaries; Uncertainty Quantification; Honesty Alignment; When to retrieve.
☆24Updated last month
Alternatives and similar repositories for Awesome-LMs-Perception-of-Their-Knowledge-Boundaries-Papers
Users that are interested in Awesome-LMs-Perception-of-Their-Knowledge-Boundaries-Papers are comparing it to the libraries listed below
Sorting:
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆150Updated last year
- Official code for the paper Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. The code is based on t…☆19Updated 5 months ago
- A collection of survey papers and resources related to Large Language Models (LLMs).☆40Updated last year
- ☆179Updated last year
- Awesome-Parallel-Reasoning: Unlocking the reasoning potential of LLMs. Papers, Code, Resources & Survey.☆43Updated this week
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆168Updated last year
- ☆24Updated 2 years ago
- ☆28Updated last year
- ☆83Updated 3 weeks ago
- ☆48Updated 2 years ago
- ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation☆55Updated 2 months ago
- ☆31Updated 8 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆69Updated 6 months ago
- [ACL 2023] Plug-and-Play Knowledge Injection for Pre-trained Language Models☆61Updated last year
- ☆43Updated last year
- Some example codes for drawing figures in research paper☆35Updated 3 years ago
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…☆63Updated 7 months ago
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆56Updated last year
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated 2 months ago
- ☆87Updated 2 years ago
- The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.☆36Updated last year
- self-adaptive in-context learning☆45Updated 2 years ago
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆47Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆85Updated last year
- A repository of useful research/skill-upgrading talks or acticles in NLP/CV/AI Area (in Chinese).☆87Updated last year
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆40Updated 3 weeks ago
- A collection for math word problem (MWP) works, including datasets, algorithms and so on.☆47Updated last year
- [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models☆65Updated 10 months ago
- Paper collections of retrieval-based (augmented) language model.☆232Updated last year
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆36Updated last year