Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

Awesome Nlp Sentiment Analysis

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。
Alternatives To Awesome Nlp Sentiment Analysis
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Transformers102,346pypi transformers} Downloads6491121 hours ago91June 21, 2022728apache-2.0Python
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
D2l Zh43,808
16 days ago45March 25, 202233apache-2.0Python
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
Made With Ml33,193
a month ago5May 15, 201911mitJupyter Notebook
Learn how to responsibly develop, deploy and maintain production machine learning applications.
Spacy26,242pypi spacy} Downloads1,533842a day ago196April 05, 2022108mitPython
💫 Industrial-strength Natural Language Processing (NLP) in Python
Applied Ml24,242
6 days ago3mit
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Nlp Progress21,649
2 days ago50mitPython
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
D2l En17,987
a day ago99otherPython
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Rasa16,423pypi rasa} Downloads32282 days ago274July 06, 2022121apache-2.0Python
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Datasets16,335pypi datasets} Downloads9208a day ago52June 15, 2022616apache-2.0Python
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Mindsdb16,317pypi mindsdb} Downloads31a day ago42March 19, 2019615gpl-3.0Python
MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship AI powered projects to production in a fast and scalable way.
Alternatives To Awesome Nlp Sentiment Analysis
Select To Compare
Spacy ⭐ 26,242
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 842total releases 196most recent commit a day agopypi spacy} Downloads


Suggest An Alternative To awesome-nlp-sentiment-analysis
Alternative Project Comparisons
Awesome Nlp Sentiment Analysis vs Transformers
Awesome Nlp Sentiment Analysis vs D2l Zh
Awesome Nlp Sentiment Analysis vs Made With Ml
Awesome Nlp Sentiment Analysis vs Spacy
Awesome Nlp Sentiment Analysis vs Applied Ml
Awesome Nlp Sentiment Analysis vs Nlp Progress
Awesome Nlp Sentiment Analysis vs D2l En
Awesome Nlp Sentiment Analysis vs Rasa
Awesome Nlp Sentiment Analysis vs Datasets
Awesome Nlp Sentiment Analysis vs Mindsdb
Readme

awesome-nlp-sentiment-analysis

收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取等方面。

📖 Papers & 🙊 Codes

情感分析

  1. Deep Learning for Sentiment analysis: A Survey. paper

情绪归因

  1. An Ensemble Approach for Emotion Cause Detection with Event Extraction and Multi-Kernel SVMs. paper

  2. Event-Driven Emotion Cause Extraction with Corpus Construction. paper

  3. A Question Answering Approach to Emotion Cause Extraction. paper

  4. A Bootstrap Method for Automatic Rule Acquisition on Emotion Cause Extraction. paper

  5. Emotion Cause Detection for Chinese Micro-Blogs Based on ECOCC Model. paper

  6. Emotion Cause Detection with Linguistic Constructions. paper

  7. Emotion Cause Extraction, A Challenging Task with Corpus Construction. paper

  8. Extracting Causes of Emotions from Text. paper

  9. 基于E-CNN神经网络的情绪原因识别方法. paper

  10. 基于序列标注模型的情绪原因识别方法. paper

  11. 基于文本的情绪自动归因方法研究. paper

  12. A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. paper

  13. Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. paper code

评价对象和评价词抽取

  1. Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings. paper code

  2. Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction. paper code

  3. A Unified Model for Opinion Target Extraction and Target Sentiment Prediction. paper code

  4. 评价对象抽取研究综述. paper

  5. 使用深度长短时记忆模型对于评价词和评价对象的联合抽取. paper

  6. 基于语义和句法依存特征的评论对象抽取研究. paper

  7. 基于条件随机场的评价对象缺省项识别. paper

  8. 基于CRFs和领域本体的中文微博评价对象抽取研究. paper

  9. 基于微博的情感倾向性分析方法研究. paper

  10. 基于迭代两步CRF模型的评价对象与极性抽取研究. paper

  11. 基于句法特征的评价对象抽取方法研究. paper

  12. 基于层叠CRFs的中文句子评价对象抽取. paper

  13. 评价对象及其倾向性的抽取和判别. paper

  14. 基于非完备信息系统的评价对象情感聚类. paper

  15. 基于CRFs的评价对象抽取特征研究. paper

  16. 基于核心句及句法关系的评价对象抽取. paper

  17. 面向特定领域的产品评价对象自动识别研究. paper

  18. 评价对象抽取及其倾向性分析. paper

  19. Aspect extraction for opinion mining with a deep convolutional neural network. paper

  20. Recursive neural conditional random fields for aspect-based sentiment analysis. paper

  21. Coupled multi-layer attentions for co-extraction of aspect and opinion terms. paper

💾 Dataset

评价对象和评价词抽取

Popular Natural Language Processing Projects
Transformers ⭐ 102,346
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91latest release June 21, 2022most recent commit 21 hours agopypi transformers} Downloads
Ailearning ⭐ 35,541
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8latest release March 20, 2022most recent commit a month ago
Bert ⭐ 34,275
TensorFlow code and pre-trained models for BERT
dependent packages 11total releases 5latest release August 11, 2020most recent commit 14 days agopypi bert-tensorflow} Downloads
Popular Machine Learning Projects
Tensorflow ⭐ 175,144
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46latest release October 23, 2019most recent commit 21 hours ago
Transformers ⭐ 102,346
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 911total releases 91latest release June 21, 2022most recent commit 21 hours agopypi transformers} Downloads
Pytorch ⭐ 67,392
Tensors and Dynamic neural networks in Python with strong GPU acceleration
dependent packages 146total releases 23latest release August 10, 2022most recent commit 21 hours ago
Keras ⭐ 58,470
Deep Learning for humans
dependent packages 330total releases 68latest release May 13, 2022most recent commit 19 hours agopypi keras} Downloads
Popular Machine Learning Categories
Machine Learning
Deep Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Opencv
Convolutional Neural Networks
Face
Related Searches
Machine Learning Deep
Machine Learning Nlp
Deep Learning Nlp
Deep Learning Paper
Machine Learning Paper
Nlp Sentiment
Nlp Sentiment Analysis
Machine Learning Sentiment Analysis
Machine Learning Sentiment
Paper Nlp

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Machine Learning
Deep Learning
Paper
Nlp
Sentiment
Sentiment Analysis
Emotion
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2023 Awesome Open Source.  All rights reserved.