gowthamrang / HAN
Hierarchical Attention Network for Document Classification
☆27Updated 8 years ago
Alternatives and similar repositories for HAN:
Users that are interested in HAN are comparing it to the libraries listed below
- BiLSTM-CRF for sequence labeling in Dynet☆81Updated 7 years ago
- implementation match mLstm in TensorFlow 1.0☆28Updated 7 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 6 years ago
- (arXiv:1509.06664) Reasoning about Entailment with Neural Attention.☆44Updated 6 years ago
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in keras☆71Updated 7 years ago
- Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.☆87Updated 7 years ago
- Implementation of A Structured Self-attentive Sentence Embedding☆108Updated 6 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
- PyTorch, LSTM CRF model☆9Updated 7 years ago
- Tensorflow implementation of Very Deep Convolutional Networks for Natural Language Processing☆79Updated 7 years ago
- Python Linear CRF☆47Updated 10 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- Implementation in Tensorflow of A Structured Self-attentive Sentence Embedding with the sentiment analysis task.☆66Updated 7 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 6 years ago
- A tensorflow implementation of Convolutional Neural Networks for Sentence Classification☆76Updated 8 years ago
- Attempt at using LSTMs to predict semantic relatedness of sentences (a la Tai et al. in Improved Semantic Representations From Tree-Struc…☆22Updated 9 years ago
- This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]☆44Updated 6 years ago
- Selective Encoding for Abstractive Sentence Summarization in DyNet☆20Updated 7 years ago
- Tensorflow-LSTM-CRF tool for Named Entity Recognizer☆59Updated 7 years ago
- NLP tools on Lasagne☆61Updated 7 years ago
- ☆58Updated 9 years ago
- Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"☆67Updated 8 years ago
- Neural Attention Model for Abstractive Summarization☆73Updated 9 years ago
- Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014☆75Updated 6 years ago
- Multi-Perspective Sentence Similarity Modeling with Convolution Neural Networks论文实现☆68Updated 6 years ago
- implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow☆55Updated 7 years ago
- Neural Network based models for Aspect-Based Sentiment Analysis☆23Updated 6 years ago
- Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow☆143Updated 7 years ago
- Code for NAACL 2018 paper "Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces" by Isabelle Augenst…☆34Updated 6 years ago
- Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"☆65Updated 6 years ago