AlexanderVNikitin / kernel-language-entropyLinks
Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)
☆32Updated 10 months ago
Alternatives and similar repositories for kernel-language-entropy
Users that are interested in kernel-language-entropy are comparing it to the libraries listed below
Sorting:
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆60Updated 6 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆57Updated last year
- A curated list of resources for activation engineering☆107Updated 3 weeks ago
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆60Updated last year
- ☆66Updated last year
- ☆41Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆76Updated last year
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆133Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆42Updated 9 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- ☆63Updated 7 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 3 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆45Updated 11 months ago
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 8 months ago
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆83Updated last year
- awesome SAE papers☆54Updated 5 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆66Updated 11 months ago
- Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free☆44Updated 6 months ago
- [ICML 2024] Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆85Updated 6 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆81Updated 10 months ago
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆40Updated 11 months ago
- ☆51Updated last year
- LLM Unlearning☆177Updated 2 years ago
- ☆28Updated 7 months ago
- This repo contains the source code for reproducing the experimental results in semantic density paper (Neurips 2024)☆15Updated last month
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆83Updated 7 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆31Updated 7 months ago
- ☆54Updated 3 months ago
- ☆28Updated last year