sentiment-classification

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

natural-language-processing tensorflow machine-translation keras text-generation recurrent-neural-networks language-model attention-mechanism keras-layer many-to-many sentiment-classification natural-language-understanding many-to-one sequence-to-sequence-models

UpdatedFeb 6, 2024
Python

soujanyaporia /multimodal-sentiment-analysis

Star358

Attention-based multimodal fusion for sentiment analysis

natural-language-processing sentiment-analysis tensorflow lstm attention attention-mechanism multimodality dialogue-systems sentiment-classification conversational-agents

UpdatedApr 8, 2024
Python

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 Chap…

named-entity-recognition document-classification natural-language-inference bert sentiment-classification textual-entailment emotion-classification bangla-nlp bengali-language-processing bengali-natural-language-processing multilingual-models bengali-nlp bert-fine-tuning xlm-roberta mbert bangla-language-processing bangla-natural-language-processing banglabert

UpdatedJan 24, 2023
Python

NLP-kr /tensorflow-ml-nlp

Star200

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

nlp random-forest tensorflow numpy sklearn chatbot pandas similarity transformer nltk xgboost seq2seq logistic-regression konlpy sentiment-classification korean-text-processing korean-tokenizer korean-nlp dssm malstm

UpdatedSep 14, 2020
Jupyter Notebook

tlkh /text-emotion-classification

Star200

Archived - not answering issues

nlp deep-neural-networks keras sentiment-classification

UpdatedMar 29, 2021
Jupyter Notebook

clairett /pytorch-sentiment-classification

Star170

LSTM and CNN sentiment analysis

sentiment pytorch lstm classification sentiment-classification cnn-sentiment-analysis lstm-sentiment-analysis

UpdatedApr 17, 2018
Python

Anwarvic /Dan-Jurafsky--Chris-Manning--NLP

Sponsor

Star167

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

nlp parser information-retrieval parsing sentiment-analysis text-classification regular-expression information-extraction named-entity-recognition question-answering text-processing regular-expressions ner nlp-machine-learning sentiment-classification cky autocorrection autocorrector cky-algorithm cky-parser

UpdatedMay 2, 2023
Java

Inoxoft /whitelightning

Star158

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.

machine-learning ai text-classification classification spam-detection sentiment-classification hate-speech-detection agentic-ai

UpdatedAug 1, 2025
Python

danielegrattarola /twitter-sentiment-cnn

Star158

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

python nlp twitter deep-learning tensorflow sentiment-classification

UpdatedFeb 8, 2018
Python

fhamborg /NewsMTSC

Sponsor

Star155

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.

deep-learning sentiment-analysis text-classification cuda pytorch dataset tsc news-articles sentiment-classification