aspect-based-sentiment-analysis
There are 37 repositories under aspect-based-sentiment-analysis topic.
songyouwei / ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
Language:Python 1960yangheng95 / PyABSA
Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
Language:Jupyter Notebook 872ScalaConsultants / Aspect-Based-Sentiment-Analysis
💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
Language:Python 528- awesome-sentiment-analysis
declare-lab / awesome-sentiment-analysis
Reading list for Awesome Sentiment Analysis papers
jiangqn / Aspect-Based-Sentiment-Analysis
A paper list for aspect based sentiment analysis.
lixin4ever / BERT-E2E-ABSA
[EMNLP 2019 Workshop] Exploiting BERT for End-to-End Aspect-based Sentiment Analysis
Language:Python 386ZhengZixiang / ABSAPapers
Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合
BigHeartC / Al_challenger_2018_sentiment_analysis
AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案
Language:Python 326[AAAI 2019] A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
Language:Python 269siat-nlp / MAMS-for-ABSA
A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
Language:Python 250NUSTM / ACOS
The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".
Language:Python 186codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
Language:Python 186soujanyaporia / aspect-extraction
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Language:Python 158xuuuluuu / SemEval-Triplet-data
Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.
ruidan / Aspect-level-sentiment
Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"
Language:Python 148Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)
davidsbatista / Aspect-Based-Sentiment-Analysis
Aspect-Based Sentiment Analysis Experiments
Language:Python 1331429904852 / Aspect-Based-Sentiment-Analysis
A paper list for aspect based sentiment analysis.
kevinscaria / InstructABSA
Instructional learning for Aspect Based Sentiment Analysis
Language:Jupyter Notebook 116yafangy / Review_aspect_extraction
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
Language:Python 103lpq29743 / IAN
A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"
Language:Python 99Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.
Language:Python 99Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.
Language:Python 79yardstick17 / AspectBasedSentimentAnalysis
Aspect 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.
Language:Python 74- Language:Python 71
l294265421 / ASOTE
Aspect-Sentiment-Opinion Triplet Extraction (ASOTE)
Language:Python 71A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
Language:Python 67hsqmlzno1 / Transferable-E2E-ABSA
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Language:Python 65Papers, models and datasets for Aspect-Category Sentiment Analysis.
Language:Python 64ArrowLuo / DOER
The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Language:Python 58liufly / delayed-memory-update-entnet
Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018
Language:Python 57Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)
Language:Python 54goodbai-nlp / RGAT-ABSA
Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network" in TASLP
Language:Python 50wayfair-incubator / extra-model
Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
Language:HTML 49Can ChatGPT really understand the opinions, sentiments, and emotions contained in the text? We provide a preliminary evaluation.
Language:Python 48SenticNet / IARM
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018
Language:Python 47
