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xutianhan's Projects

adalora icon adalora

AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

biosentvec icon biosentvec

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

chatglm-6b icon chatglm-6b

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

contrastive-htc icon contrastive-htc

This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification" in ACL 2022.

ctkg icon ctkg

The Clinical Trials Knowledge Graph

deepke icon deepke

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

healthknowledgegraph icon healthknowledgegraph

Health knowledge graph for 157 diseases and 491 symptoms, learned from >270,000 patients' data

hilat icon hilat

Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding

huatuo-llama-med-chinese icon huatuo-llama-med-chinese

Repo for BenTsao [original name: HuaTuo (华驼)], Llama-7B tuned with Chinese medical knowledge. 本草(原名:华驼)模型仓库,基于中文医学知识的LLaMA模型指令微调

kgenet icon kgenet

EHR Coding with Hybrid Attention and Features Propagation on Disease Knowledge Graph

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