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AIDA-CoNLL

아카이브 평가 20건 · 마지막 적재/변경 2026-10-30

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
confidence-order	In-KB Accuracy 95.0	Global Entity Disambiguation with BERT 2019-09-01	코드 1
DCA-SL + Triples	In-KB Accuracy 94.94	Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models 2020-08-12	코드 1
DeepType	In-KB Accuracy 94.88	DeepType: Multilingual Entity Linking by Neural Type System Evolution 2018-02-03	코드 1
NTEE	In-KB Accuracy 94.7	Learning Distributed Representations of Texts and Entities from Knowledge Base 2017-05-06	코드 1
DCA-SL (2019)(et al., [2019c])	In-KB Accuracy 94.64	Learning Dynamic Context Augmentation for Global Entity Linking 2019-09-04	코드 1 · 코드 2
Fang et al. (2019) (et al., [2019e])	In-KB Accuracy 94.3	Joint Entity Linking with Deep Reinforcement Learning 2019-02-01	연결 없음
This work+CtxLSTMs+LDC+MPCM	In-KB Accuracy 94.0	Neural Cross-Lingual Entity Linking 2017-12-05	연결 없음
ReFinED	In-KB Accuracy 93.9	ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking 2022-07-08	코드 1 · 코드 2 · 코드 3
Chen et al. (2020) (et al, 2020)	In-KB Accuracy 93.54	Improving Entity Linking by Modeling Latent Entity Type Information 2020-01-06	연결 없음
GENRE	In-KB Accuracy 93.3	Autoregressive Entity Retrieval 2020-10-02	코드 1 · 코드 2
Wikipedia2Vec-GBRT	In-KB Accuracy 93.1	Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation 2016-01-06	코드 1
ELDEN	In-KB Accuracy 93.0	ELDEN: Improved Entity Linking Using Densified Knowledge Graphs 2018-06-01	코드 1
NER4EL	In-KB Accuracy 92.5	Named Entity Recognition for Entity Linking: What Works and What’s Next 논문 날짜 미기재	코드 1
Global	In-KB Accuracy 92.22	Deep Joint Entity Disambiguation with Local Neural Attention 2017-04-17	코드 1 · 코드 2 · 코드 3
Wikipedia2Vec	In-KB Accuracy 91.5	Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation 2016-01-06	코드 1
KBED	In-KB Accuracy 90.4	Improving Entity Disambiguation by Reasoning over a Knowledge Base 2022-07-08	코드 1 · 코드 2 · 코드 3
Le& Titov (2019) (Le and Titov, 2019)	In-KB Accuracy 89.66	Boosting Entity Linking Performance by Leveraging Unlabeled Documents 2019-06-04	코드 1
Hoffart et al.	In-KB Accuracy 82.29	Robust Disambiguation of Named Entities in Text 2011-07-01	연결 없음
Bootleg	Micro-F1 96.8	Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation 2020-10-20	코드 1
BERT-Entity-Sim (local & global) AIDA-B	Micro-F1 93.54	Improving Entity Linking by Modeling Latent Entity Type Information 2020-01-06	연결 없음