chiayewken

aischolar

bert-qa

BERT for question answering starting with HotpotQA

kaggle-plant-species

Kaggle Plant Seedlings Classification (Mean F-Score = 0.95)

openwebtext_async

Open clone of OpenAI's unreleased WebText dataset scraper

Span-ASTE

Code Implementation of "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".

sutd-materials

SUTD Coursework Materials

flan-alpaca

This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.

HyperRED

This repository implements our EMNLP 2022 research paper A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach.

RelationPrompt

This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. The goal of Zero-Shot Relation Triplet Extraction (ZeroRTE) is to extract relation triplets of the format (head entity, tail entity, relation), despite not having annotated data for the test relation labels.

worldtree_corpus

Worldtree Corpus helper files, and sample solutions

chiayewken/Span-ASTE

Code Implementation of "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".

chiayewken/bert-qa

BERT for question answering starting with HotpotQA

chiayewken/sutd-materials

SUTD Coursework Materials

chiayewken/aischolar

chiayewken/openwebtext_async

Open clone of OpenAI's unreleased WebText dataset scraper

chiayewken/kaggle-plant-species

Kaggle Plant Seedlings Classification (Mean F-Score = 0.95)

chiayewken/transformer_xl

Transformer-XL with byte-pair encoding (BPE) on large datasets. Adapted from https://github.com/kimiyoung/transformer-xl

chiayewken/keras-efficientnets

Keras Implementation of EfficientNets

chiayewken/16-Bit-ALU-on-Mojo-FPGA

chiayewken/bert

TensorFlow code and pre-trained models for BERT

chiayewken/BERT_STS-B

chiayewken/Beta-VAE

Pytorch implementation of β-VAE

chiayewken/boundaryfollower_thymio

chiayewken/citi_home

chiayewken/compression

Data compression in TensorFlow

chiayewken/computer-vision-lane-tracking-bot

chiayewken/dotfiles

chiayewken/EasyLM

Easy to use model parallel large language models in JAX/Flax with pjit support on cloud TPU pods.

chiayewken/FPGA-7up-Game

chiayewken/git-sync

chiayewken/guikivy

chiayewken/kaggle-iceberg

Image classifier for Kaggle Statoil/C-CORE Iceberg Classifier Challenge

chiayewken/KitchenApp

chiayewken/metaheuristic-optimization

Lesson Materials for SUTD Course 40.614: Metaheuristic Optimization

chiayewken/midori

chiayewken/multimodal-inference

chiayewken/tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

chiayewken/tensorflow-projects

chiayewken/topic-classification

chiayewken/tuned-mass-damper-accelerometer