qipeng / gcn-over-pruned-trees
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)
☆372Updated 4 years ago
Alternatives and similar repositories for gcn-over-pruned-trees:
Users that are interested in gcn-over-pruned-trees are comparing it to the libraries listed below
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Updated 2 years ago
- PyTorch implementation of the position-aware attention model for relation extraction☆358Updated 10 months ago
- A PyTorch implementation of GraphRel☆273Updated last year
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Updated last year
- Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"☆197Updated 2 years ago
- Knowledge-Aware Graph Networks for Commonsense Reasoning (EMNLP-IJCNLP 19)☆274Updated 4 years ago
- Graph Convolutional neural network named entity recognition☆136Updated 7 years ago
- This is the code for our EMNLP 2018 paper "Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation"☆236Updated 2 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆457Updated last year
- Distantly Supervised Relation Extraction☆419Updated 4 years ago
- Joint Neural Relation Extraction with Text and KGs☆187Updated 2 years ago
- ☆265Updated last year
- Neural Relation Extraction implemented in PyTorch☆218Updated 6 years ago
- Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2…☆196Updated 2 years ago
- Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]☆141Updated 3 years ago
- EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information☆248Updated last year
- ☆182Updated 5 years ago
- Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)☆155Updated 6 years ago
- Source code for the EMNLP 2019 paper: "Connecting the Dots: Document-level Relation Extraction with Edge-oriented Graphs"☆148Updated 7 months ago
- Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"☆174Updated 2 years ago
- This is the code for ACL paper "Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network"☆109Updated 5 years ago
- Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions☆114Updated 3 years ago
- Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018)…☆417Updated 3 years ago
- A Large-Scale Few-Shot Relation Extraction Dataset☆83Updated 5 years ago
- named entity linking with latent relations☆171Updated 2 years ago
- Implementation of TACL 2017 paper: Cross-Sentence N-ary Relation Extraction with Graph LSTMs. Nanyun Peng, Hoifung Poon, Chris Quirk, Kri…☆61Updated 6 years ago
- A neural architecture for relation extraction task implemented in Tensorflow.☆94Updated 6 years ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆236Updated 4 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆266Updated 5 years ago
- PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"☆139Updated 5 years ago