urchade/global-span-selection

Stars
1
Language
Created about 2 years ago
Updated about 1 year ago

urchade/global-span-selection

urchade

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

GLiNER

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

GraphER

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

ATG

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, ...)

Jupyter Notebook

EnriCo

End-to-end zero-shot relation extraction

semi-supervised-learning

Semi-supervised learning tutorial in pytorch (pseudio label, Pi model, mean teacher, FixMatch, UDA)

Jupyter Notebook

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 extraction

molgen

Molecule SMILES generation with GAN and Reinforcement Learning (Training Language GAN from scratch)

Jupyter Notebook

GNNer

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@NeurIPS2022

Zero-shot-Text-classification

"Test Anywhere: Zero-Shot Learning for Text Classification" paper implementation

HNER

Hierarchical Transformer Model for Scientific Named Entity Recognition

transformer-tutorial

Transformer tutorial in pytorch (Bi-directional, Autoregressive, Sequence-to-sequence)

Jupyter Notebook

struct_ie

Structured information extraction with LLMs

DyREF

DyReF: Extractive Question Answering with Dynamic Query Representation for Free

bert-summarization

Extractive text summarization with BERT

synthetic_attention