MODEL PROFILE

KoELECTRA-small-v3-modu-ner

Leo97 · KoELECTRA-small-v3-modu-ner

This model is a fine-tuned version of monologg/koelectra-small-v3-discriminator on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.1431 - Precision: 0.8232 - Recall: 0.8449 - F1: 0.8339 - Accuracy: 0.9628 태깅 시스템 : BIO 시스템 - B-(begin) : 개체명이 시작할 때 - I-(inside) : 토큰이 개체명 중간에 있을 때 - O(outside) : 토큰이 개체명이 아닐 경우 개체명 인식(NER) 모델 학습 데이터 셋 - 문화체육관광부 > 국립국어원 > 모두의 말뭉치 > 개체명 분석 말뭉치 2021 - https://corpus.korean.go.kr/request/reausetMain.do

Context windowNot disclosed
Input → OutputText → Text
Model weightsNot verified
Profile updated2026/10/30 20:39:46
OVERVIEW

Model overview

This model is a fine-tuned version of monologg/koelectra-small-v3-discriminator on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.1431 - Precision: 0.8232 - Recall: 0.8449 - F1: 0.8339 - Accuracy: 0.9628 태깅 시스템 : BIO 시스템 - B-(begin) : 개체명이 시작할 때 - I-(inside) : 토큰이 개체명 중간에 있을 때 - O(outside) : 토큰이 개체명이 아닐 경우 개체명 인식(NER) 모델 학습 데이터 셋 - 문화체육관광부 > 국립국어원 > 모두의 말뭉치 > 개체명 분석 말뭉치 2021 - https://corpus.korean.go.kr/request/reausetMain.do

Key features

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Limitations & considerations

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PRICING & COST

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INDEPENDENT BENCHMARKS

Public benchmarks & run configuration

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Frequently asked questions

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Sources & traceability

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