urchade

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.

EnriCo

EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction

Filtered-Semi-Markov-CRF

Code for our paper accepted at EMNLP 2023 (Findings)

GLiNER

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

GNNer

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

graph-neural-nets

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

GraphER

GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction

molgen

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

semi-supervised-learning

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

span-structured-prediction

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

urchade/semi-supervised-learning

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

urchade/molgen

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

urchade/Zero-shot-Text-classification

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

urchade/transformer-tutorial

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

urchade/bert-summarization

Extractive text summarization with BERT

urchade/assignment2-AILS

Assignment 2 for Deep Learning in Life science course SS20

urchade/assignment3-AILS

Assignment 3 for Deep Learning in Life science course SS20

urchade/Autoencoders

Some simple AEs implementation with pytorch

urchade/bandits-exploration-exploitation-dilemma

urchade/bert-ner-tutorial

Implementation of NER model with BERT and CRF

urchade/DALLE-pytorch

fork of lucidrain's implementation

urchade/Fastformer

urchade/Glove-embeddings

Using glove for word similarity and word analogy

urchade/lstm-variants

Some LSTM variants implementation with pytorch including the original LSTM (without forget gate), focused LSTM, ....

urchade/MIR

urchade/rnn-classifiers

Pytorch RNN classifier submodule

urchade/summarization-DL4NLP

urchade/text-classifier-explanation

Explain text classifiers prediction: Attention-based, Perturbation, gradient-based explanations