Stars
A python implementation of the DeepInsight methodology.
Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.
Convolutional Neural Networks for Sentence Classification in Keras
Sentiment analysis in Uzbek language and new Datasets of Uzbek App reviews for Sentiment Classification
Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.
[EMNLP2019] Rethinking Attribute Representation and Injection for Sentiment Classification
AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》
Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556
An easy to use python package for deep learning-based german sentiment classification.
Dataset and codes for our IJCAI 2019 paper "Adapting BERT for Target-Oriented Multimodal Sentiment Classification"
code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification
Code and models for the paper "Aspect Sentiment Classification with Aspect-Specific Opinion Spans", EMNLP 2020.
Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"
Fine-grained Sentiment Classification Using BERT
A data set and model for german sentiment classification.
Semi-supervised Learning for Sentiment Analysis
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification
Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers - paper's code for the 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media A…
The public state-of-the-art methods for deep learning based ASC