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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
2086
2 年前
Python
1981
1 年前

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

Python
1622
2 年前
Jupyter Notebook
1378
5 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

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
284
19 天前

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
243
3 年前

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

Jupyter Notebook
200
5 年前

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

Python
156
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
154
1 个月前

Keras Implementation of Aspect based Sentiment Analysis

Python
152
5 年前