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bert-squad

SQuAD Question Answering Using BERT, PyTorch

bert4keras

keras implement of transformers for humans

daily_fudan_actions

daily_fudan的运行器，自动定时执行https://github.com/Limour-dev/daily_fudan_core 的代码

gene_tupu

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

kg2text

Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs (authors' implementation for the TACL20 paper)

llm-tuning

llama，chatglm 等模型的微调

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nlp-notebooks

A collection of notebooks for Natural Language Processing from NLP Town

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

pre-processing-lcquad_2_0

pytorch_chinese_lm_pretrain

pytorch中文语言模型预训练

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

sentence_representation_matching

句子匹配模型，包括无监督的SimCSE、ESimCSE、PromptBERT，和有监督的SBERT、CoSENT。

towards-combinational-relation-linking-over-knowledge-graphs-main

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities