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Hi! Nice to see you πŸ‘‹

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).

My archiving blog 🌷

https://doheejin.github.io/

Heejin Do's Projects

aes icon aes

Automatic Essay Scoring

arts icon arts

This repository is the implementation of the ArTS architecture, introduced in the paper, Autoregressive Score Generation for Multi-trait Essay Scoring (EACL Findings 2024).

asts-ei icon asts-ei

This repository is the dataset of aSTS-EI, introduced in the paper, Aspect-based Semantic Textual Similarity for Educational Test Items (AIED 2024).

auto-gpt icon auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bert icon bert

TensorFlow code and pre-trained models for BERT

cross-prompt-trait-scoring icon cross-prompt-trait-scoring

This repository contains the code used to produce the results from the paper Automated Cross-prompt Scoring of Essay Traits published in AAAI 2021.

detect-gpt icon detect-gpt

DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature

editeval icon editeval

An instruction-based benchmark for text improvements.

expats icon expats

EXPATS: A Toolkit for Explainable Automated Text Scoring

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

flores icon flores

Facebook Low Resource (FLoRes) MT Benchmark

hipama icon hipama

This repository is the implementation of the HiPAMA architecture, introduced in the paper, Hierarchical Pronunciation Assessment with Multi-Aspect Attention (ICASSP 2023).

kobert icon kobert

Korean BERT pre-trained cased (KoBERT)

mt-dnn icon mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

muss icon muss

Code and models used in "MUSS Multilingual Unsupervised Sentence Simplification by Mining Paraphrases".

nea icon nea

Neural Essay Assessor: An Automated Essay Scoring System Based on Deep Neural Networks

protact icon protact

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).

pytorch icon pytorch

Deep Learning Zero to All - Pytorch

sb_loss_pa icon sb_loss_pa

This repository is the implementation of the paper, "Score-balanced Loss for Multi-aspect Pronunciation Assessment" (Interspeech 2023).

textmining_dataset icon textmining_dataset

ν…μŠ€νŠΈλ§ˆμ΄λ‹ μ‹€μŠ΅μ„ μœ„ν•œ 데이터셋 ν•Έλ“€λŸ¬

transformers icon transformers

πŸ€— Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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