Retrieval and Retrieval-augmented LLMs

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Topic modeling with latent Dirichlet allocation using Gibbs sampling

Official Implementation of Paper *Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient*

Python package for Imputation Methods

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

Awesome Deep Learning for Time-Series Imputation, including a must-read paper list about applying neural networks to impute incomplete time series containing NaN missing values/data

《自然语言处理理论与实战》一书源码下载

Sample scripts of "Machine Learning for Software Engineers"

浙江大学图灵班课程学习指南

浙江大学计算机课程资料整理

GeneFace: Generalized and High-Fidelity 3D Talking Face Synthesis; ICLR 2023; Official code

GeneFace++: Generalized and Stable Real-Time 3D Talking Face Generation; Official Code

Transformer encoder-decoder for emotion detection in dialogues

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts…

本项目旨在收集开源的表格智能任务数据集（比如表格问答、表格-文本生成等），将原始数据整理为指令微调格式的数据并微调LLM，进而增强LLM对于表格数据的理解，最终构建出专门面向表格智能任务的大型语言模型。

CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Build ChatGPT over your data, all with natural language

Extensive acceptance rates and information of main AI conferences

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

LlamaIndex is the leading framework for building LLM-powered agents over your data.

SimCSE有监督与无监督实验复现

Official style files for papers submitted to venues of the Association for Computational Linguistics

Code for paper Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval, Accepted by ACL2022 Main Conference, Long Paper