I'm Heejin Do, currently studying natural language processing(NLP) in POSTECH.
My current research interest is on Automated Essay Scoring(AES) and Automated Pronunciation Assessment(APA).
Name: Heejin Do
Type: User
Company: POSTECH
Location: South Korea
I'm Heejin Do, currently studying natural language processing(NLP) in POSTECH.
My current research interest is on Automated Essay Scoring(AES) and Automated Pronunciation Assessment(APA).
Automatic Essay Scoring
This repository is the implementation of the ArTS architecture, introduced in the paper, Autoregressive Score Generation for Multi-trait Essay Scoring (EACL Findings 2024).
This repository is the dataset of aSTS-EI, introduced in the paper, Aspect-based Semantic Textual Similarity for Educational Test Items (AIED 2024).
An experimental open-source attempt to make GPT-4 fully autonomous.
Automatically Score essays using Deep Learning
TensorFlow code and pre-trained models for BERT
BERT with SentencePiece for Korean text
This repository contains the code used to produce the results from the paper Automated Cross-prompt Scoring of Essay Traits published in AAAI 2021.
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
An instruction-based benchmark for text improvements.
EXPATS: A Toolkit for Explainable Automated Text Scoring
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Facebook Low Resource (FLoRes) MT Benchmark
This repository is the implementation of the HiPAMA architecture, introduced in the paper, Hierarchical Pronunciation Assessment with Multi-Aspect Attention (ICASSP 2023).
PyTorch implementations of algorithms for knowledge distillation.
Korean BERT pre-trained cased (KoBERT)
Multi-Task Deep Neural Networks for Natural Language Understanding
ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation
Code and models used in "MUSS Multilingual Unsupervised Sentence Simplification by Mining Paraphrases".
Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks
This repository is the implementation of the ProTACT architecture, introduced in the paper "Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring" (ACL Findings 2023).
Deep Learning Zero to All - Pytorch
This repository is the implementation of the paper, "Score-balanced Loss for Multi-aspect Pronunciation Assessment" (Interspeech 2023).
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π€ Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.