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allennlp-models

Officially supported AllenNLP models

candynlp

casrel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

chatgpt_academic

科研工作专用ChatGPT/GLM拓展，特别优化学术Paper润色体验，模块化设计支持自定义快捷按钮&函数插件，支持代码块表格显示，Tex公式双显示，新增Python和C++项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持gpt-3.5/gpt-4/chatglm

crimekgassitant

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

diag-nre

Source code for ACL 2019 paper "DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction".

gcn-over-pruned-trees

Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)

hmeae

Source code for EMNLP-IJCNLP 2019 paper "HMEAE: Hierarchical Modular Event Argument Extraction".

joint-entity-and-relation

paper notes about joint extraction of entity and relation

leetcode

leetcode practising

llama-efficient-tuning

Easy-to-use fine-tuning framework using PEFT (PT+SFT+RLHF with QLoRA) (LLaMA-2, BLOOM, Falcon, Baichuan)

markdown-resume-template

BAT程序员自己的简历模板分享出来了 。技术简历追求简单明了，避免没有必要的花哨修饰，大家可以fork到自己仓库中，基于这个模板进行修改。

medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现包括二次预训练、有监督微调、奖励建模、强化学习训练。

moganed-implementation

Unofficial implementation of EMNLP-IJCNLP19 paper "Event Detection with Multi-Order Graph Convolution and Aggregated Attention"

multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

nlp-interview-notes

该仓库主要记录 NLP 算法工程师相关的面试题

pandallm

Panda: 海外中文开源大语言模型，基于 Llama-7B, -13B, -33B, -65B 进行中文领域上的持续预训练。

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

rc_gat

This code referring to Graph Convolution over Pruned Trees for Relation Extraction(Zhang Y & Qi 2018) and related codes,replaced GCN with GAT，realized paper Relation Extraction based on Graph Attention Networks.

realworldnlp

Example code for "Real-World Natural Language Processing"

relation-classification-using-bidirectional-lstm-tree

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

relation_extraction_gat

This code referring to Graph Convolution over Pruned Trees for Relation Extraction(Zhang Y & Qi 2018) and related codes,replaced GCN with GAT，realized paper Relation Extraction based on Graph Attention Networks.

repo

semantic-role-labeling

使用LSTM进行端到端的语义角色标注(theano)

spark_tutorial

500+ spark short code examples in jupyter notebook!

stanford-cs224n

Stanford CS224n: Natural Language Processing with Deep Learning