urchade/struct_ie urchade/struct_ie

  • Stars
    star
    3
  • Rank 3,963,521 (Top 79 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created 5 months ago
  • Updated 4 months ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
urchade/struct_ie
github

urchade

Reviews

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

Repository Details

Structured information extraction with LLMs

More Repositories

1

GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024
Python
1,252
star
2

GraphER

End-to-end zero-shot entity and relation extraction
Python
50
star
3

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.
Python
40
star
4

graph-neural-nets

Graph neural networks tutorial in pytorch (GCN, GAT, Node2vec, GraphSAge, ClusterGCN, ...)
Jupyter Notebook
23
star
5

EnriCo

End-to-end zero-shot relation extraction
Python
22
star
6

semi-supervised-learning

Semi-supervised learning tutorial in pytorch (pseudio label, Pi model, mean teacher, FixMatch, UDA)
Jupyter Notebook
14
star
7

Filtered-Semi-Markov-CRF

Code for our paper accepted at EMNLP 2023 (Findings)
Python
12
star
8

span-structured-prediction

Repository for my research on span-based structured prediction for information extraction
10
star
9

molgen

Molecule SMILES generation with GAN and Reinforcement Learning (Training Language GAN from scratch)
Jupyter Notebook
9
star
10

GNNer

Code for "GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks"
Python
8
star
11

DyREx

DyREx: Dynamic Query Representation for Extractive Question Answering, accepted at ENSLP@NeurIPS2022
Python
7
star
12

Zero-shot-Text-classification

"Test Anywhere: Zero-Shot Learning for Text Classification" paper implementation
Python
6
star
13

HNER

Hierarchical Transformer Model for Scientific Named Entity Recognition
Python
5
star
14

transformer-tutorial

Transformer tutorial in pytorch (Bi-directional, Autoregressive, Sequence-to-sequence)
Jupyter Notebook
5
star
15

DyREF

DyReF: Extractive Question Answering with Dynamic Query Representation for Free
Python
1
star
16

bert-summarization

Extractive text summarization with BERT
Python
1
star
17

synthetic_attention

Python
1
star
18

global-span-selection

1
star