Yangyi-Chen / PaperList-Trustworthy-Applications
Mostly recording papers about models' trustworthy applications. Intending to include topics like model evaluation & analysis, security, calibration, backdoor learning, robustness, et al.
☆20Updated last year
Related projects ⓘ
Alternatives and complementary repositories for PaperList-Trustworthy-Applications
- Implementation of the paper "Exploring the Universal Vulnerability of Prompt-based Learning Paradigm" on Findings of NAACL 2022☆27Updated 2 years ago
- [ICLR'24] RAIN: Your Language Models Can Align Themselves without Finetuning☆84Updated 6 months ago
- A lightweight library for large laguage model (LLM) jailbreaking defense.☆39Updated last month
- Official repository for ICML 2024 paper "On Prompt-Driven Safeguarding for Large Language Models"☆73Updated 2 months ago
- Min-K%++: Improved baseline for detecting pre-training data of LLMs https://arxiv.org/abs/2404.02936☆27Updated 5 months ago
- ☆16Updated 4 months ago
- ☆36Updated 4 months ago
- ☆36Updated last year
- Multilingual safety benchmark for Large Language Models☆23Updated 2 months ago
- ☆38Updated last year
- Official code for the paper: Evaluating Copyright Takedown Methods for Language Models☆15Updated 4 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆63Updated last year
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆33Updated last week
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- Recent papers on (1) Psychology of LLMs; (2) Biases in LLMs.☆43Updated last year
- [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"☆47Updated last month
- Restore safety in fine-tuned language models through task arithmetic☆26Updated 7 months ago
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors☆34Updated 4 months ago
- ☆24Updated 6 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆57Updated 2 weeks ago
- code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification☆27Updated 2 years ago
- Official Code for Paper: Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications☆60Updated last month
- ☆30Updated 5 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆60Updated 8 months ago
- ☆26Updated 6 months ago
- Code for our paper "Defending ChatGPT against Jailbreak Attack via Self-Reminder" in NMI.☆43Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆75Updated last month
- [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization☆13Updated 4 months ago
- ☆33Updated last year
- [EMNLP 2024] The official GitHub repo for the paper "Course-Correction: Safety Alignment Using Synthetic Preferences"☆19Updated last month