Name: John Bosco
Type: User
Company: National Institute of Advanced Industrial Science & Technology
Bio: PhD researcher working on Data integration, Entity matching, and Natural language processing.
Location: Tsukuba, Japan
Blog: boscoj2008.github.io
John Bosco's Projects
Pytorch implementation of Supporting Clustering with Contrastive Learning, NAACL 2021
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
Simple python based recommender system
Supervised Contrastive Learning for Downstream Optimized Sequence Representations
Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018.
Source code for the ACL-IJCNLP 2021 paper entitled "T-DNA: Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation" by Shizhe Diao et al.
Custom built TensorFlow wheels for my machines
PlantVillage dataset split into train/test/val
this repo will focus on using Transformers for various NLP downstream tasks
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
MDST Tutorial Series
PyTorch tutorials.
UDapter is a multilingual dependency parser that uses "contextual" adapters together with language-typology features for language-specific adaptation. This repository includes the code for "UDapter: Language Adaptation for Truly Universal Dependency Parsing"
This is an example of how to push to github