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
- ☆179Updated 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
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated 2 months ago
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆56Updated last year
- 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
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆168Updated last year
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆36Updated last year
- A collection of survey papers and resources related to Large Language Models (LLMs).☆40Updated last year
- ☆87Updated 2 years ago
- ☆48Updated 2 years ago
- The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.☆36Updated last year
- ☆28Updated last year
- ☆43Updated last year
- [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models☆64Updated 10 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆69Updated 6 months ago
- A collection for math word problem (MWP) works, including datasets, algorithms and so on.☆47Updated last year
- ☆55Updated last year
- Templates and examples for ACL and EMNLP conference posters.☆14Updated last year
- ☆31Updated 8 months ago
- ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation☆55Updated 2 months ago
- self-adaptive in-context learning☆45Updated 2 years ago
- [ACL 2024] Unveiling Linguistic Regions in Large Language Models☆33Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Updated 2 years ago
- [ACL 2023] Plug-and-Play Knowledge Injection for Pre-trained Language Models☆61Updated last year
- ☆38Updated last year
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆40Updated 3 weeks ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated 2 years ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆145Updated 4 months ago
- ☆24Updated 2 years ago