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45 stars written in Python
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scikit-learn: machine learning in Python

Python 59,384 25,240 Updated Sep 9, 2024

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

Python 33,456 9,975 Updated Sep 8, 2024

Deezer source separation library including pretrained models.

Python 25,597 2,799 Updated Aug 4, 2024

机器学习相关教程

Python 11,679 5,705 Updated Dec 22, 2020

手写实现李航《统计学习方法》书中全部算法

Python 10,958 2,861 Updated Nov 25, 2023

Anomaly detection related books, papers, videos, and toolboxes

Python 8,214 1,745 Updated Jul 11, 2024

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

Python 7,731 1,886 Updated Apr 15, 2024

Open source online judge based on Vue, Django and Docker. | 青岛大学开源 Online Judge | QQ群 496710125 | [email protected]

Python 6,020 1,467 Updated Apr 7, 2024

中文自然语言处理数据集,平时做做实验的材料。欢迎补充提交合并。

Python 4,224 779 Updated Nov 21, 2023

搜索所有中文NLP数据集,附常用英文NLP数据集

Python 4,075 604 Updated Nov 21, 2022

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。

Python 2,163 548 Updated Jan 5, 2022

PyTorch Tutorials from my YouTube channel

Python 1,741 1,188 Updated Nov 6, 2023

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

Python 900 86 Updated Jun 5, 2024

This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.

Python 846 197 Updated Feb 29, 2024

近年来事件抽取方法总结,包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型,DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法

Python 758 134 Updated Aug 23, 2022

A neural network for end-to-end speech denoising

Python 673 165 Updated Jul 6, 2023

基于法律裁判文书的事件抽取及其应用,包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

Python 569 133 Updated Feb 15, 2023

科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统

Python 534 123 Updated Dec 29, 2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

Python 466 108 Updated Jan 25, 2021

using bilstm-crf,bert and other methods to do sequence tagging task

Python 414 73 Updated Jun 12, 2023

BiLstm+CNN+CRF 法律文档(合同类案件)领域分词(100篇标注样本)

Python 385 108 Updated Aug 23, 2018

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

Python 334 52 Updated Dec 23, 2019

ACE 2005 corpus preprocessing for Event Extraction task

Python 287 72 Updated Jan 30, 2020

Implementation of the paper: Text Segmentation as a Supervised Learning Task

Python 247 57 Updated Oct 2, 2019

This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"

Python 233 57 Updated Jul 11, 2022

AI-Challenger Baseline 细粒度用户评论情感分析

Python 224 78 Updated Nov 8, 2018

baidu aistudio event extraction competition

Python 224 39 Updated Mar 24, 2023

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Python 223 41 Updated Oct 12, 2022

some baselines for lic2020 (https://lic2020.cipsc.org.cn/)

Python 218 52 Updated Apr 11, 2020

Nugget Proposal Networks for Chinese Event Detection

Python 136 32 Updated Jun 12, 2018
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