galsang / CNN-sentence-classification-pytorch
Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.
☆162Updated 7 years ago
Alternatives and similar repositories for CNN-sentence-classification-pytorch:
Users that are interested in CNN-sentence-classification-pytorch are comparing it to the libraries listed below
- Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆153Updated 6 years ago
- Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)☆140Updated 6 years ago
- Convolutional Neural Networks for Sentence Classification in PyTorch☆107Updated 6 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 5 years ago
- Character-level Convolutional Neural Networks for text classification in PyTorch☆174Updated 2 years ago
- ☆340Updated 2 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆84Updated 5 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》☆51Updated 6 years ago
- ☆322Updated 5 years ago
- ☆134Updated 2 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- ☆132Updated 4 years ago
- Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Netwo…☆112Updated 6 years ago
- TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`☆177Updated 6 years ago
- Source code of TMN (Topic Memory Network)☆84Updated 6 years ago
- Code for Adversarial Training Methods for Semi-Supervised Text Classification☆123Updated 6 years ago
- A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"☆99Updated 5 years ago
- (Deprecated) Hierarchical Attention Networks for Document Classification (https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf) - in Pytorch☆46Updated 7 years ago
- Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.☆105Updated 5 years ago
- Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"☆148Updated 6 years ago
- the implementation for Disconnected Recurrent Neural Networks☆34Updated 6 years ago
- Code for the paper: Sentence-State LSTM for Text Representation☆158Updated 6 years ago
- ☆118Updated 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
- ☆127Updated 6 years ago
- A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"☆67Updated 5 years ago
- Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification☆13Updated 3 years ago
- ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)☆304Updated 6 years ago
- An implementation of "Incorporating copying mechanism in sequence-to-sequence learning"☆152Updated 7 years ago