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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.
Code and data of "House Price Prediction: A Multi-Source Data Fusion Perspective"
GraphX-Net provides a powerful tool for clinicians and researchers in the field of breast cancer by combining GNNs with Shapley values. It offers accurate predic- tions of relapse risk while also p…
We propose a new computational model based on improved graph convolutional network and negative sampling to predict circRNA-disease associations.
Code and data for the publication "Structured information extraction from scientific text with large language models" by Dagdelen & Dunn et al.
Unified Training of Universal Time Series Forecasting Transformers
The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"
Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published at AAAI 2024.
Chinese medical dialogue data 中文医疗对话数据集
[CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
Evaluation tools for Retrieval-augmented Generation (RAG) methods.
Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"
Companion code to my O'Reilly book "Flask Web Development", second edition.
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models
A low-code data flow tool that allows for convenient use of LLM and HuggingFace models, with some features considered as a low-code version of Langchain.
This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".
An Open-Source Package for Information Retrieval.
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models
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…
Retrieval and Retrieval-augmented LLMs
Integrate cutting-edge LLM technology quickly and easily into your apps