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sentiment-classification

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。

Python
2090
2 年前
Python
1986
1 年前

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Python
1629
3 年前
Jupyter Notebook
1380
6 年前

Repository with all what is necessary for sentiment analysis and related areas

540
2 年前

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Python
362
2 年前

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.

Python
244
3 年前

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

Jupyter Notebook
200
5 年前

WhiteLightning distills massive, state-of-the-art language models into lightweight, hyper-efficient text classifiers. It's a command-line tool that lets you create specialized models that run anywhere—from the cloud to the edge—using the universal ONNX format for maximum compatibility.

Python
163
2 个月前

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

Python
158
8 年前

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.

Python
155
3 个月前

Keras Implementation of Aspect based Sentiment Analysis

Python
152
6 年前