JacksonWuxs / UsableXAI_LLMLinks
Using Explanations as a Tool for Advanced LLMs
☆67Updated last year
Alternatives and similar repositories for UsableXAI_LLM
Users that are interested in UsableXAI_LLM are comparing it to the libraries listed below
Sorting:
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆58Updated 6 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆158Updated 7 months ago
- [EMNLP 2025 Main] ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆35Updated last month
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆133Updated last year
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆60Updated last year
- RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024☆83Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆37Updated 4 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆136Updated 3 months ago
- LLM Unlearning☆175Updated last year
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆98Updated last year
- Codebase for reproducing the experiments of the semantic uncertainty paper (paragraph-length experiments).☆70Updated last year
- A curated list of resources for activation engineering☆105Updated last week
- ☆154Updated last year
- 【ACL 2024】 SALAD benchmark & MD-Judge☆161Updated 7 months ago
- ☆168Updated 2 months ago
- ☆46Updated 8 months ago
- Trains Sparse Autoencoders based on outputs from language models☆11Updated last year
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆27Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆81Updated 9 months ago
- ☆41Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆64Updated 10 months ago
- The implement of paper:"ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability"☆41Updated 4 months ago
- NeurIPS'24 - LLM Safety Landscape☆30Updated 7 months ago
- A resource repository for representation engineering in large language models☆136Updated 10 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆138Updated last year
- ☆24Updated last year
- ☆38Updated 2 years ago
- [EMNLP 2023] Poisoning Retrieval Corpora by Injecting Adversarial Passages https://arxiv.org/abs/2310.19156☆39Updated last year
- ☆63Updated 7 months ago