all kinds of text classification models and more with deep learning

网络评论方面级情感分析系统

慕课评论方面级情感分析与推荐系统（MARS）

基于PyTorch的BERT中文文本分类模型（BERT Chinese text classification model implemented by PyTorch）

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

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

Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

收集整理 GitHub 上高质量、有趣的开源项目。

表白网站

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

Code for "Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition", accepted at ACL 2021.

Source code for paper Neural Architectures for Nested NER through Linearization

仿vue-element-admin 项目 预览地址：

本科毕业设计，基于机器学习的商品评论分析系统

本科毕业设计

本科毕业设计的内容，社交媒体文本中的情感分析，运用了情感字典和机器学习的方法

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.

Official resource of the paper "Knowledge Enhanced Masked Language Model for Stance Detection", NAACL 2021

Twitter Stance Dataset

Reading list of aspect-based sentiment analysis.

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Source codes for the paper "Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network"