Joseph Gatto's repositories
Deep-Belief-Networks-Tensorflow
Tensorflow implementation of a Deep Belief Network on MNIST
Simplified-Restricted-Boltzmann-Machines
Tensorflow implementation of Restricted Boltzmann Machine with Contrastive Divergence
Interesting-NLP-Talks
YouTube links to NLP researchers discussing various interesting things!
amrlib
A python library that makes AMR parsing, generation and visualization simple.
bottom-up-attention
Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome
chera-fork
Drink bleach or do what now? Covid-HeRA: A dataset for risk-informed health decision making in the presence of COVID19 misinformation
jiant_amr_eval
jiant is an nlp toolkit
josephgatto.github.io
Personal Website
lmppl
Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder LM (eg. Flan-T5).
PA-CRF
The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
SentEval
A python tool for evaluating the quality of sentence embeddings.
TextAugmentation-GPT2
Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
TextEE
A standardized, fair, and reproducible benchmark for evaluating event extraction approaches