1057 Open source projects that are alternatives of or similar to overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

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Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

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Machine learning based text classification in JavaScript using n-grams and cosine similarity

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

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Sentiment Analysis LSTM recurrent neural network's.

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

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A collection of over 1.5 Million tweets data translated to French, with their sentiment.

搜索所有中文NLP数据集，附常用英文NLP数据集

Text classification meets word embeddings.

Sarcasm Detection for Sentiment Analysis

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中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

Sentiment Analysis: Deep Bi-LSTM+attention model

Sentiment Analysis on the First Republic Party debate in 2016 based on Python,NLTK and ML.

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

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

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This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event

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Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

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An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

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Your Advanced Twitter stalking tool

sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

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An app to analyze tweets using Amazon Comprehend's Sentiment Analysis service

中文ULMFiT 情感分析 文本分类

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