lpq29743 / RAM
A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"
☆67Updated 5 years ago
Alternatives and similar repositories for RAM:
Users that are interested in RAM are comparing it to the libraries listed below
- A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"☆99Updated 5 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated 2 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Updated 6 years ago
- Implementation for SA-LSTM☆49Updated 6 years ago
- Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)☆54Updated 5 years ago
- Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.☆98Updated 5 years ago
- Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)☆140Updated 6 years ago
- aspect-based sentiment classification☆64Updated 6 years ago
- This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"☆41Updated 7 years ago
- Sentic Long Short Term Memory☆21Updated 7 years ago
- IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018☆48Updated 6 years ago
- Repository for replicating results from the paper Aspect Level Sentiment Classification with Deep Memory Network☆13Updated 6 years ago
- Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)☆44Updated 5 years ago
- Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms☆95Updated 5 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆148Updated 5 years ago
- Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)☆64Updated 5 years ago
- Multitask Learning for Machine Reading Comprehension, NAACL 2019☆100Updated 4 years ago
- [ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.☆63Updated 5 years ago
- Implementing different neural architectures for ABSA. [IN PROGRESS]☆28Updated 7 years ago
- Utilize BERT model for multi task including ABSA (aspect based sentiment analysis) task and AE (Aspect Extraction) task☆10Updated 5 years ago
- Code for the COLING 2018 paper "Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Rati…☆23Updated 6 years ago
- The public state-of-the-art methods for deep learning based ASC☆125Updated 5 years ago
- ☆118Updated 5 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- Dan: A Dependency-based Attention Network for Aspect Based Sentiment Analysis. PyTorch implementation☆21Updated 5 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆123Updated 5 years ago
- ☆87Updated 5 years ago
- Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis☆35Updated 6 years ago
- wip, Pytorch implementation for ACL2017 paper "An unsupervised neural attention model for aspect extraction"☆12Updated 5 years ago