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aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

autoie2

[NLPCC 2021] Shared Task on AutoIE2: Sub-Event Identification

bmtrain

Efficient Training (including pre-training and fine-tuning) for Big Models

collapsibletree-echarts

an implementation of collapsible tree using echarts

customer_satisfaction_analysis

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

e2e-tbsa

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

elo-merchant-category-recommendation

Kaggle Competition : Elo Merchant Category Recommendation

elo-recommendation-23place

Kaggle Elo Competition

graphtest

han

Heterogeneous Graph Neural Network

hyperkg

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion

imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

ncuscdocms

南昌大学软件学院电子文档及科研课题管理系统

neural-structured-learning

Training neural models with structured signals.

poincare-embedding-using-gensim

Train poincare embedding using gensim

poincare_glove

Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper

pssattention

Codes for # ACL2019 paper "Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis", which contains TNet-Att(+AS) and MN(+AS)

sentiment_analysis_dynet

uer-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

weibo-analysis-and-visualization

使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等

weibo-analyst

Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

weibospider

This is a sina weibo spider built by scrapy [微博爬虫/持续维护]