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 6 years ago
Alternatives and similar repositories for SSAN-self-attention-sentiment-analysis-classification:
Users that are interested in SSAN-self-attention-sentiment-analysis-classification are comparing it to the libraries listed below
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆56Updated 6 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆148Updated 6 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"☆67Updated 5 years ago
- This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"☆41Updated 7 years ago
- Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)☆140Updated 6 years ago
- Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)☆81Updated 2 years ago
- AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》☆51Updated 6 years ago
- ☆118Updated 5 years ago
- Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.☆52Updated 6 years ago
- A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"☆99Updated 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☆90Updated 7 years ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆103Updated 5 years ago
- Implementation for SA-LSTM☆49Updated 6 years ago
- TensorFlow implementation of the Decomposable Attention model (A Decomposable Attention Model for Natural Language Inference)☆36Updated 6 years ago
- Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms☆95Updated 6 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated 2 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014☆74Updated 6 years ago
- Code for NAACL 2018 paper "Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces" by Isabelle Augenst…☆35Updated 7 years ago
- Sentic Long Short Term Memory☆21Updated 7 years ago
- aspect-based sentiment classification☆64Updated 6 years ago
- Using pre trained word embeddings (Fasttext, Word2Vec)☆157Updated 6 years ago
- Official implementation of "Explicit Interaction Model towards Text Classification"☆70Updated 5 years ago
- This released code corresponds to TACL paper "attentive convolution". Attentive Convolution aims to generate a vector for two sentences.☆104Updated 7 years ago
- local-context-unit☆55Updated 7 years ago
- Neural Network based models for Aspect-Based Sentiment Analysis☆23Updated 7 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆84Updated 5 years ago