Entity Disambiguation
Entity Disambiguation is the task of linking mentions of ambiguous entities to their referent entities in a knowledge base such as Wikipedia.
Source: Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation
Papers
Showing 1–10 of 156 papers
All datasetsAIDA-CoNLLMSNBCWNED-CWEBWNED-WIKIACE2004AQUAINTTAC2010Mewsli-9ShadowLink-ShadowShadowLink-Top
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Bootleg | Micro-F1 | 96.8 | — | Unverified |
| 2 | confidence-order | In-KB Accuracy | 95 | — | Unverified |
| 3 | DCA-SL + Triples | In-KB Accuracy | 94.94 | — | Unverified |
| 4 | DeepType | In-KB Accuracy | 94.88 | — | Unverified |
| 5 | NTEE | In-KB Accuracy | 94.7 | — | Unverified |
| 6 | DCA-SL (2019)(et al., [2019c]) | In-KB Accuracy | 94.64 | — | Unverified |
| 7 | Fang et al. (2019) (et al., [2019e]) | In-KB Accuracy | 94.3 | — | Unverified |
| 8 | This work+CtxLSTMs+LDC+MPCM | In-KB Accuracy | 94 | — | Unverified |
| 9 | ReFinED | In-KB Accuracy | 93.9 | — | Unverified |
| 10 | BERT-Entity-Sim (local & global) AIDA-B | Micro-F1 | 93.54 | — | Unverified |