lorenzkuhn / semantic_uncertainty
☆152Updated 6 months ago
Alternatives and similar repositories for semantic_uncertainty:
Users that are interested in semantic_uncertainty are comparing it to the libraries listed below
- ☆83Updated 6 months ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- A Survey on Data Selection for Language Models☆201Updated 3 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆84Updated 5 months ago
- Must-read Papers on Large Language Model (LLM) Continual Learning☆141Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆105Updated 4 months ago
- ☆44Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆102Updated 9 months ago
- Codes for papers on Large Language Models Personalization (LaMP)☆140Updated 3 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆160Updated 11 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆57Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆128Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆64Updated 9 months ago
- A resource repository for representation engineering in large language models☆90Updated 2 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.☆86Updated last week
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆71Updated 3 weeks ago
- Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"☆162Updated 8 months ago
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆37Updated 7 months ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆270Updated 9 months ago
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆39Updated last month
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆95Updated last year
- ☆71Updated 7 months ago
- The repo for In-context Autoencoder☆101Updated 8 months ago
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆57Updated 3 months ago
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆91Updated 10 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆131Updated 3 months ago
- ☆118Updated last year
- contrastive decoding☆190Updated 2 years ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆61Updated 2 months ago