zepingyu0512 / in-context-mechanismLinks
code for EMNLP 2024 paper: How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning
☆13Updated last year
Alternatives and similar repositories for in-context-mechanism
Users that are interested in in-context-mechanism are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization☆31Updated 9 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆61Updated 7 months ago
- ☆42Updated 2 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Updated last year
- ☆29Updated last year
- ☆40Updated last year
- ☆180Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 10 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆43Updated 10 months ago
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆59Updated last year
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- ☆63Updated 8 months ago
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆24Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆137Updated last year
- ☆15Updated last year
- ☆46Updated last year
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 4 months ago
- ☆51Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆75Updated last year
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆42Updated 5 months ago
- This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.☆29Updated last year
- ☆102Updated last year
- AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection☆18Updated 2 years ago
- Active Example Selection for In-Context Learning (EMNLP'22)☆49Updated last year
- ☆52Updated 7 months ago
- Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic☆30Updated last month
- [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs☆48Updated 5 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated 11 months ago
- Lightweight Adapting for Black-Box Large Language Models☆24Updated last year