lyy1994 / awesome-data-contaminationLinks
The Paper List on Data Contamination for Large Language Models Evaluation.
☆104Updated 2 months ago
Alternatives and similar repositories for awesome-data-contamination
Users that are interested in awesome-data-contamination are comparing it to the libraries listed below
Sorting:
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆121Updated last year
- ☆41Updated 2 years ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆133Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- ☆101Updated 2 years ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 3 years ago
- This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Aji…☆233Updated 2 years ago
- An open-source library for contamination detection in NLP datasets and Large Language Models (LLMs).☆57Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆117Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆125Updated last year
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆128Updated 4 months ago
- ☆75Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆176Updated 5 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆43Updated 10 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆66Updated 11 months ago
- A Survey on Data Selection for Language Models☆252Updated 6 months ago
- A Survey of Hallucination in Large Foundation Models☆55Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆133Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆77Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆47Updated 11 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆111Updated 3 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆127Updated 11 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆79Updated 2 years ago
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆63Updated last year
- ☆29Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- Function Vectors in Large Language Models (ICLR 2024)☆183Updated 6 months ago