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1. GLiNER GLiNER Public

   Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

   Python 1.4k 117

2. ATG ATG Public

   Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published at AAAI 2024.

   Python 43 5

3. GraphER GraphER Public

   End-to-end zero-shot entity and relation extraction

   Python 56 2

4. graph-neural-nets graph-neural-nets Public

   Graph neural networks tutorial in pytorch (GCN, GAT, Node2vec, GraphSAge, ClusterGCN, ...)

   Jupyter Notebook 24 3

5. Filtered-Semi-Markov-CRF Filtered-Semi-Markov-CRF Public

   Code for our paper accepted at EMNLP 2023 (Findings)

   Python 12

6. span-structured-prediction span-structured-prediction Public

   Repository for my research on span-based structured prediction for information extraction

   10 1