doheejin

HiPAMA

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

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).

SB_loss_PA

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

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).

multilingual-kd-pytorch

ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation

AES

Automatic Essay Scoring

AIED_2021_TRMRC_code

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

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

Automated-Essay--Scoring

Automatically Score essays using Deep Learning

bert

TensorFlow code and pre-trained models for BERT

BERT-Korean-Model

BERT with SentencePiece for Korean text

calling-out-bluff

Coherence_AES

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.

fairseq

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

detect-gpt

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

doheejin

EditEval

An instruction-based benchmark for text improvements.

expats

EXPATS: A Toolkit for Explainable Automated Text Scoring

flores

Facebook Low Resource (FLoRes) MT Benchmark

HanBert-54k-N

knowledge-distillation

PyTorch implementations of algorithms for knowledge distillation.

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

muss

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

nea

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

PyTorch

Deep Learning Zero to All - Pytorch

transformers

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

trax

Trax — your path to advanced deep learning

word-embeddings-for-nmt

Supplementary material for "When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?" at NAACL 2018