KornWtp's repositories
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
a-tour-of-pytorch-optimizers
A tour of different optimization algorithms in PyTorch.
allennlp
An open-source NLP research library, built on PyTorch.
BERT-flow
TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)
CharacterBERT-DR
The offcial repository for 'CharacterBERT and Self-Teaching for Improving the Robustness of Dense Retrievers on Queries with Typos', SIGIR2022
ConSERT
Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
machine-learning-courses
A collection of machine learning courses.
natural-language-processing
Codes, datasets, and explanations for some basic natural language tasks and models.
NLP_2023
NLP course @ chula 2023
pattern_2022
Pattern recognition course 2022 @ Chulalongkorn University
pytorch-Deep-Learning
Deep Learning (with PyTorch)
pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Self_Supervised_CWS
This project has included related source codes and datasets of our EMNLP2021 paper
SentEval
A python tool for evaluating the quality of sentence embeddings.
SimCSE-1
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
Thai-Sentence-Vector-Benchmark
Benchmark for Thai sentence representation
trans-encoder
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations