Stars
A framework for few-shot evaluation of language models.
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
🩹Editing large language models within 10 seconds⚡
Latest Advances on System-2 Reasoning
A comprehensive library for implementing LLMs, including a unified training pipeline and comprehensive model evaluation.
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)
[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"
Reimplementation of Graph Embedding methods by Pytorch.
PyTorch original implementation of "Unsupervised Question Decomposition for Question Answering"
Time Series Change Point Detection based on Contrastive Predictive Coding
PyTorch version for the "Micro-expression Recognition Based on Facial Graph Representation Learning and Facial Action Unit Fusion"
KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering
南开大学软件学院生存手册 | A website for sharing information about the College of Software at Nankai University
[ NeurIPS '22 ] Data distillation for recommender systems. Shows equivalent performance with 2-3 orders less data.
Code and data repository for "The Mirage of Model Editing: Revisiting Evaluation in the Wild"
Time Series Change Point Detection based on Contrastive Predictive Coding pytorch implementation
Stable Knowledge Editing in Large Language Models
Code and data repository for two papers (ACL & EMNLP 2024) on the topic of collapse in model editing.
中科院计算所算法安全重点实验室生存指南 | A website for sharing information about how to become a qualified Master/Ph.D.