초성 해석기 based on ko-BART

Overview

초성 해석기

개요

한국어 초성만으로 이루어진 문장을 입력하면, 완성된 문장을 예측하는 초성 해석기입니다.

초성: ㄴㄴ ㄴㄹ ㅈㅇㅎ
예측 문장: 나는 너를 좋아해

모델

모델은 SKT-AI에서 공개한 Ko-BART를 이용합니다.

데이터

문장 단위로 이루어진 아무 코퍼스나 사용가능합니다. 단, 모델의 추론 성능은 데이터의 도메인이나 데이터의 양에 크게 의존하기 때문에 원하는 모델 성능에 맞는 코퍼스를 사용해주세요. ./data 디렉토리에 더미 데이터셋을 추가해두었으니, 더미 데이터셋과 동일한 형식의 코퍼스를 준비해두시면 됩니다.

학습

python run_train.py

추론

python run_inference.py --finetuned-model-path $FINETUNED_MODEL_PATH

예시

  • 공개된 코퍼스로 학습한 모델의 추론 결과입니다.
초성: ㅂㄱㅍㄷ 	 예측 문장: 배고픈데
초성: ㅂㄱㅍㄷ 	 예측 문장: 배고프다
초성: ㅂㄱㅍㄷ 	 예측 문장: 배고프대

초성: ㄴㅁㄴㅁ ㅅㄹㅎㅇ 	 예측 문장: 너무너무 사랑해요
초성: ㄴㅁㄴㅁ ㅅㄹㅎㅇ 	 예측 문장: 너무너무 사랑했어
초성: ㄴㅁㄴㅁ ㅅㄹㅎㅇ 	 예측 문장: 나만너무 사랑해요

초성: ㄴㄴ ㄴㄹ ㅈㅇㅎ 	 예측 문장: 나는 너를 좋아해
초성: ㄴㄴ ㄴㄹ ㅈㅇㅎ 	 예측 문장: 누나 나랑 좋아해
초성: ㄴㄴ ㄴㄹ ㅈㅇㅎ 	 예측 문장: 너는 나를 좋아해

Notes

  • 본 레포는 별도의 학습 데이터를 포함하고 있지 않습니다.
  • 본 레포의 라이센스는 Ko-BARTmodified-MIT 라이센스를 따릅니다.

Todo

  • 테스트 코드 추가
Owner
Dawoon Jung
Dawoon Jung
A simple Speech Emotion Recognition (SER) API created using Flask and running in a Docker container.

keyword_searching Steps to use this Python scripts: (1)Paste this script into the file folder containing the PDF files you need to search from; (2)Thi

2 Nov 11, 2022
This program do translate english words to portuguese

Python-Dictionary This program is used to translate english words to portuguese. Web-Scraping This program use BeautifulSoap to make web scraping, so

João Assalim 1 Oct 10, 2022
An IVR Chatbot which can exponentially reduce the burden of companies as well as can improve the consumer/end user experience.

IVR-Chatbot Achievements 🏆 Team Uhtred won the Maverick 2.0 Bot-a-thon 2021 organized by AbInbev India. ❓ Problem Statement As we all know that, lot

ARYAMAAN PANDEY 9 Dec 08, 2022
Learning to Rewrite for Non-Autoregressive Neural Machine Translation

RewriteNAT This repo provides the code for reproducing our proposed RewriteNAT in EMNLP 2021 paper entitled "Learning to Rewrite for Non-Autoregressiv

Xinwei Geng 20 Dec 25, 2022
neural network based speaker embedder

Content What is deepaudio-speaker? Installation Get Started Model Architecture How to contribute to deepaudio-speaker? Acknowledge What is deepaudio-s

20 Dec 29, 2022
Sequence-to-Sequence learning using PyTorch

Seq2Seq in PyTorch This is a complete suite for training sequence-to-sequence models in PyTorch. It consists of several models and code to both train

Elad Hoffer 514 Nov 17, 2022
Transformer related optimization, including BERT, GPT

This repository provides a script and recipe to run the highly optimized transformer-based encoder and decoder component, and it is tested and maintained by NVIDIA.

NVIDIA Corporation 1.7k Jan 04, 2023
TFPNER: Exploration on the Named Entity Recognition of Token Fused with Part-of-Speech

TFPNER TFPNER: Exploration on the Named Entity Recognition of Token Fused with Part-of-Speech Named entity recognition (NER), which aims at identifyin

1 Feb 07, 2022
Just a basic Telegram AI chat bot written in Python using Pyrogram.

Nikko ChatBot Just a basic Telegram AI chat bot written in Python using Pyrogram. Requirements Python 3.7 or higher. A bot token. Installation $ https

ʀᴇxɪɴᴀᴢᴏʀ 2 Oct 21, 2022
A combination of autoregressors and autoencoders using XLNet for sentiment analysis

A combination of autoregressors and autoencoders using XLNet for sentiment analysis Abstract In this paper sentiment analysis has been performed in or

James Zaridis 2 Nov 20, 2021
Quick insights from Zoom meeting transcripts using Graph + NLP

Transcript Analysis - Graph + NLP This program extracts insights from Zoom Meeting Transcripts (.vtt) using TigerGraph and NLTK. In order to run this

Advit Deepak 7 Sep 17, 2022
:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

(Framework for Adapting Representation Models) What is it? FARM makes Transfer Learning with BERT & Co simple, fast and enterprise-ready. It's built u

deepset 1.6k Dec 27, 2022
GPT-3: Language Models are Few-Shot Learners

GPT-3: Language Models are Few-Shot Learners arXiv link Recent work has demonstrated substantial gains on many NLP tasks and benchmarks by pre-trainin

OpenAI 12.5k Jan 05, 2023
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)

Structured Super Lottery Tickets in BERT This repo contains our codes for the paper "Super Tickets in Pre-Trained Language Models: From Model Compress

Chen Liang 16 Dec 11, 2022
Harvis is designed to automate your C2 Infrastructure.

Harvis Harvis is designed to automate your C2 Infrastructure, currently using Mythic C2. 📌 What is it? Harvis is a python tool to help you create mul

Thiago Mayllart 99 Oct 06, 2022
189 Jan 02, 2023
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS)

This repository is an implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis (SV2TTS) with a vocoder that works in real-time. Feel free to check my the

Corentin Jemine 38.5k Jan 03, 2023
A workshop with several modules to help learn Feast, an open-source feature store

Workshop: Learning Feast This workshop aims to teach users about Feast, an open-source feature store. We explain concepts & best practices by example,

Feast 52 Jan 05, 2023
OceanScript is an Esoteric language used to encode and decode text into a formulation of characters

OceanScript is an Esoteric language used to encode and decode text into a formulation of characters - where the final result looks like waves in the ocean.

English loanwords in the world's languages

Wiktionary as CLDF Content cldf1 and cldf2 contain cldf-conform data sets with a total of 2 377 756 entries about the vocabulary of all 1403 languages

Viktor Martinović 3 Jan 14, 2022