yao8839836 / fast_text_gcn
FastGCN for inductive text classification
☆85Updated 5 years ago
Alternatives and similar repositories for fast_text_gcn:
Users that are interested in fast_text_gcn are comparing it to the libraries listed below
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated 9 months ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- ☆28Updated 3 years ago
- Pytorch implementation of "Graph Convolutional Networks for Text Classification"☆133Updated last year
- Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning☆111Updated 4 years ago
- ☆127Updated 6 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆86Updated 5 years ago
- Source code for the ACL 2020 paper "SEEK: Segmented Embedding of Knowledge Graphs".☆35Updated 4 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆101Updated 3 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆141Updated 3 years ago
- Official implementation of "Explicit Interaction Model towards Text Classification"☆70Updated 4 years ago
- ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification☆60Updated 5 years ago
- Efficient implementation of "Graph Convolutional Networks for Text Classification"☆22Updated 2 years ago
- A rough re-implement of Text Level Graph Neural Network for Text Classification☆36Updated 4 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆235Updated 4 years ago
- Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''☆174Updated 5 years ago
- ☆125Updated 10 months ago
- Code and dataset of ACL2019 Paper: Graph Neural Networks with Generated Parameters for Relation Extraction.☆55Updated 4 years ago
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆50Updated 3 years ago
- ☆23Updated 5 years ago
- Hierarchical Neural Relation Extraction☆96Updated 4 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆119Updated 5 years ago
- Source code for paper "LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching", AAAI2021.☆48Updated 3 years ago
- Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions☆113Updated 3 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆82Updated last year
- Text Level Graph Neural Network for Text Classification☆47Updated 3 years ago
- Chinese Named Entity Recognition Using Neural Network☆29Updated 2 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆138Updated 6 months ago
- Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆153Updated 6 years ago