Trustworthy-Information-Access / LLM-Knowledge-Boundary-Perception-via-Internal-StatesLinks
Official code for the paper Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception. The code is based on transformers.
☆19Updated 5 months ago
Alternatives and similar repositories for LLM-Knowledge-Boundary-Perception-via-Internal-States
Users that are interested in LLM-Knowledge-Boundary-Perception-via-Internal-States are comparing it to the libraries listed below
Sorting:
- Safety-J: Evaluating Safety with Critique☆16Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆150Updated last year
- Source code of our paper MIND, ACL 2024 Long Paper☆59Updated last month
- A collection for math word problem (MWP) works, including datasets, algorithms and so on.☆47Updated last year
- This is a repo consisting of papers about LLMs' perception of their knowledge boundaries; Uncertainty Quantification; Honesty Alignment; …☆24Updated last month
- The awesome agents in the era of large language models☆70Updated 2 years ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆118Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆168Updated 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
- 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…☆142Updated 4 months ago
- ☆32Updated 7 months ago
- ☆89Updated last year
- Awesome-Parallel-Reasoning: Unlocking the reasoning potential of LLMs. Papers, Code, Resources & Survey.☆43Updated this week
- ☆48Updated 2 years ago
- ☆179Updated last year
- [ACL 2024] Unveiling Linguistic Regions in Large Language Models☆33Updated last year
- Official Implementation of "Probing Language Models for Pre-training Data Detection"☆20Updated last year
- ☆30Updated last year
- ☆17Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆82Updated last year
- Templates and examples for ACL and EMNLP conference posters.☆14Updated last year
- ☆77Updated last year
- ☆25Updated 2 years ago
- A collection of survey papers and resources related to Large Language Models (LLMs).☆40Updated last year
- ☆38Updated last year
- ☆11Updated last year
- EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration☆36Updated last year
- ☆25Updated 2 years ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆255Updated 4 months ago
- This is the repository for our paper: Untying the Reversal Curse via Bidirectional Language Model Editing☆11Updated 7 months ago