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GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024GraphER
End-to-end zero-shot entity and relation extractionATG
Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published at AAAI 2024.graph-neural-nets
Graph neural networks tutorial in pytorch (GCN, GAT, Node2vec, GraphSAge, ClusterGCN, ...)EnriCo
End-to-end zero-shot relation extractionsemi-supervised-learning
Semi-supervised learning tutorial in pytorch (pseudio label, Pi model, mean teacher, FixMatch, UDA)Filtered-Semi-Markov-CRF
Code for our paper accepted at EMNLP 2023 (Findings)span-structured-prediction
Repository for my research on span-based structured prediction for information extractionGNNer
Code for "GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks"DyREx
DyREx: Dynamic Query Representation for Extractive Question Answering, accepted at ENSLP@NeurIPS2022Zero-shot-Text-classification
"Test Anywhere: Zero-Shot Learning for Text Classification" paper implementationHNER
Hierarchical Transformer Model for Scientific Named Entity Recognitiontransformer-tutorial
Transformer tutorial in pytorch (Bi-directional, Autoregressive, Sequence-to-sequence)struct_ie
Structured information extraction with LLMsDyREF
DyReF: Extractive Question Answering with Dynamic Query Representation for Freebert-summarization
Extractive text summarization with BERTsynthetic_attention
global-span-selection
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