Artaches / SSAN-self-attention-sentiment-analysis-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 Analysis - held in conjuction with EMNLP 2018
☆53Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for SSAN-self-attention-sentiment-analysis-classification
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆57Updated 6 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆108Updated 5 years ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Updated 6 years ago
- A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"☆68Updated 5 years ago
- Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)☆141Updated 6 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆82Updated 2 years ago
- ☆119Updated 5 years ago
- Official implementation of "Explicit Interaction Model towards Text Classification"☆70Updated 4 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 5 years ago
- Implementation for SA-LSTM☆50Updated 5 years ago
- A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"☆99Updated 4 years ago
- Decomposable Attention Model for Sentence Pair Classification (Pytorch Version) from paper 'A Decomposable Attention Model for Natural La…☆72Updated 6 years ago
- This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"☆42Updated 7 years ago
- ☆126Updated 6 years ago
- aspect-based sentiment classification☆65Updated 5 years ago
- TensorFlow implementation of the Decomposable Attention model (A Decomposable Attention Model for Natural Language Inference)☆36Updated 6 years ago
- IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018☆49Updated 5 years ago
- For those who want to model the inter-sentence relations, pls use the more powerful code of "Attentive Convolution" in another repository☆92Updated 6 years ago
- Code for the paper: Sentence-State LSTM for Text Representation☆158Updated 6 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆86Updated 5 years ago
- AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》☆52Updated 5 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆83Updated 5 years ago
- Repository for Unsupervised Sentence Compression using Denoising Auto-Encoders☆46Updated 3 months ago
- A PyTorch implementation of a Bi-LSTM CRF with character-level features☆63Updated 5 years ago
- This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.☆76Updated 3 years ago
- Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks☆137Updated 7 years ago
- Multiple Different Natural Language Processing Tasks in a Single Deep Model☆49Updated 5 years ago
- Sentic Long Short Term Memory☆22Updated 6 years ago
- Repository for NLI models (EMNLP 2018)☆61Updated 5 years ago