enricivi / adversarial_training_methods
Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)
☆40Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for adversarial_training_methods
- This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"☆42Updated 7 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆83Updated 5 years ago
- This is the code in <Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets> which has been accep…☆34Updated last year
- TensorFlow implementation of the Decomposable Attention model (A Decomposable Attention Model for Natural Language Inference)☆36Updated 6 years ago
- Sequence Encoding via Dynamic Routing for Text Classification☆40Updated 6 years ago
- Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)☆80Updated 5 years ago
- Code for Adversarial Training Methods for Semi-Supervised Text Classification☆123Updated 6 years ago
- This released code corresponds to TACL paper "attentive convolution". Attentive Convolution aims to generate a vector for two sentences.☆105Updated 6 years ago
- Keras implementation of ABCNN by Yin & Schütze (WIP)☆23Updated 4 years ago
- Implementation for SA-LSTM☆50Updated 5 years ago
- AAAI18 paper 《Improving Review Representations with User Attention and Product Attention for Sentiment Classification》☆52Updated 5 years ago
- Repository for NLI models (EMNLP 2018)☆61Updated 6 years ago
- Multi-Task Learning in NLP☆95Updated 6 years ago
- Implement en-fr translation task by implenting seq2seq, encoder-decoder in RNN layers with Attention mechanism and Beamsearch inference d…☆21Updated 6 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 article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆154Updated 5 years ago
- An Implementation of Bidirectional Attention Flow☆41Updated 7 years ago
- Relation Classification via Multi-Level Attention CNNs☆59Updated 7 years ago
- PyTorch Implementation of "Learning Natural Language Inference with LSTM", 2016, S. Wang et al. (https://arxiv.org/pdf/1512.08849.pdf)☆19Updated last year
- Tensorflow implemenetation of Decomposable Attention Model (A Decomposable Attention Model for Natural Language Inference, 2016).☆29Updated 5 years ago
- local-context-unit☆55Updated 6 years ago
- Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)☆37Updated 5 years ago
- Keras implementation of Bilateral Multi-Perspective Matching.☆62Updated 7 years ago
- Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.☆53Updated 6 years ago
- This repo is code for the COLING 2018 paper: Sequence-to-sequence Data Augmentation for Dialogue Language Understanding.☆76Updated 3 years ago
- Adversarial Training for Neural Relation Extraction☆110Updated 6 years ago
- Source code of Knowledge Enhanced Hybrid Neural Network for Text Matching☆18Updated 6 years ago
- Sequence Encoding via Dynamic Routing for Text Classification☆59Updated 6 years ago