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awesome-multimodal-large-language-models

:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

bert-chinese-text-classification-pytorch

使用Bert，ERNIE，进行中文文本分类

bert-kbqa

基于bert的kbqa系统

bilstm-crf-ner-pytorch

This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.

ccks2019-ckbqa-4th-codes

中文知识库问答代码，CCKS2019 CKBQA评测第四名解决方案

ccks_triple_extract

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

chinese_nre

中文关系抽取

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepie

DeepIE: Deep Learning for Information Extraction

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

devstack

oneiric powered development environment for openstack

dialogbot

dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型实现，支持网络检索问答，领域知识问答，任务引导问答，闲聊问答，开箱即用。

entity-relation-extraction

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

ganswer

A KBQA system based on DBpedia.

gpt2-newstitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

joint-bert-kbqa

端到端的基于知识图谱的问答系统，分为实体识别和关系分类两部，在BERT基础上做多任务联合训练。

kbqa-for-diagnosis

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

keyword_extraction

神策杯2018高校算法大师赛（中文关键词提取）第二名代码方案

kg-demo-for-movie

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

leetcode

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥 推荐免费ChatGPT网站：https://www.lintcode.com/chat-gpt?utm_source=tf-github-codetop

machine-learning-from-scratch

常用机器学习的算法简洁实现

medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。