SA-DLSentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.
Stars: ✭ 35 (+75%)
Mutual labels: sentiment-analysis, semeval, aspect-based-sentiment-analysis
AspectBasedSentimentAnalysisAspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA.
Stars: ✭ 61 (+205%)
Mutual labels: absa, aspect-based-sentiment-analysis
PBAN-PyTorchA Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.
Stars: ✭ 33 (+65%)
Mutual labels: sentiment-analysis, aspect-based-sentiment-analysis
Transferable-E2E-ABSATransferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Stars: ✭ 62 (+210%)
Mutual labels: absa, aspect-based-sentiment-analysis
SentimentAnalysisSentiment Analysis: Deep Bi-LSTM+attention model
Stars: ✭ 32 (+60%)
Mutual labels: sentiment-analysis, semeval
Scon-ABSA[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning
Stars: ✭ 17 (-15%)
Mutual labels: sentiment-analysis, aspect-based-sentiment-analysis
ntua-slp-semeval2018Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
Stars: ✭ 79 (+295%)
Mutual labels: sentiment-analysis, semeval
StewardA stock portfolio manager that provides neural net based short-term predictions for stocks and natural language processing based analysis on community sentiments.
Stars: ✭ 25 (+25%)
Mutual labels: sentiment-analysis
CharLSTMBidirectional Character LSTM for Sentiment Analysis - Tensorflow Implementation
Stars: ✭ 49 (+145%)
Mutual labels: sentiment-analysis
InterGCN-ABSA[COLING 2020] Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis
Stars: ✭ 41 (+105%)
Mutual labels: sentiment-analysis
wink-sentimentAccurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉
Stars: ✭ 51 (+155%)
Mutual labels: sentiment-analysis
LinLP使用Python进行自然语言处理相关实践，如新词发现，主题模型，隐马尔模型词性标注，Word2Vec，情感分析
Stars: ✭ 43 (+115%)
Mutual labels: sentiment-analysis
nlpserverNLP Web Service
Stars: ✭ 76 (+280%)
Mutual labels: sentiment-analysis
NTUA-slp-nlp💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
Stars: ✭ 19 (-5%)
Mutual labels: sentiment-analysis
DialogueCRNSource code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations"
Stars: ✭ 29 (+45%)
Mutual labels: sentiment-analysis
XEDXED multilingual emotion datasets
Stars: ✭ 34 (+70%)
Mutual labels: sentiment-analysis
lorcaNatural Language Processing for Spanish in Node.js. Stemmer, sentiment analysis, readability, tf-idf with batteries, concordance and more!
Stars: ✭ 95 (+375%)
Mutual labels: sentiment-analysis
sentiment-analysis-of-tweets-in-russianSentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.
Stars: ✭ 51 (+155%)
Mutual labels: sentiment-analysis
NewsMTSCTarget-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.
Stars: ✭ 54 (+170%)
Mutual labels: sentiment-analysis
restaurant-finder-featureReviewsBuild a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).
Stars: ✭ 21 (+5%)
Mutual labels: sentiment-analysis
