← Entity Linking

Papers with Code · CC BY-SA 4.0

AIDA-CoNLL

아카이브 평가 17건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
SpEL-large (2023)	Micro-F1 strong 88.6	SpEL: Structured Prediction for Entity Linking 2023-10-23	코드 1
SpEL-base (2023)	Micro-F1 strong 88.1	SpEL: Structured Prediction for Entity Linking 2023-10-23	코드 1
FusionED	Micro-F1 strong 86.5	Entity Disambiguation via Fusion Entity Decoding 2024-04-02	연결 없음
ReLiK-Large	Micro-F1 strong 86.4	ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget 2024-07-31	코드 1 · 코드 2
Zhang et al. (2021)	Micro-F1 strong 85.8	EntQA: Entity Linking as Question Answering 2021-10-05	코드 1 · 코드 2
De Cao et al. (2021b)	Micro-F1 strong 85.5	Highly Parallel Autoregressive Entity Linking with Discriminative Correction 2021-09-08	코드 1
ReLiK-Base	Micro-F1 strong 85.3	ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget 2024-07-31	코드 1 · 코드 2
ReFinED	Micro-F1 strong 84.0	ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking 2022-07-08	코드 1 · 코드 2 · 코드 3
De Cao et al. (2021a)	Micro-F1 strong 83.7	Autoregressive Entity Retrieval 2020-10-02	코드 1 · 코드 2
Kannan Ravi et al. (2021)	Micro-F1 strong 83.1	CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata 2021-01-25	코드 1
Kolitsas et al. (2018)	Micro-F1 strong 82.4	End-to-End Neural Entity Linking 2018-08-23	코드 1
Martins et al. (2019)	Micro-F1 strong 81.9	Joint Learning of Named Entity Recognition and Entity Linking 2019-07-18	연결 없음
van Hulst et al. (2020)	Micro-F1 strong 80.5	REL: An Entity Linker Standing on the Shoulders of Giants 2020-06-02	코드 1
Broscheit (2019)	Micro-F1 strong 79.3	Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking 2020-03-11	코드 1
Févry et al. (2020b)	Micro-F1 strong 76.7	Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking 2020-05-28	연결 없음
Peters et al. (2019)	Micro-F1 strong 73.7	Knowledge Enhanced Contextual Word Representations 2019-09-09	코드 1
Hoffart et al. (2011)	Micro-F1 strong 72.8	Robust Disambiguation of Named Entities in Text 2011-07-01	연결 없음