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https://github.com/ljynlp/W2NER
Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification
https://github.com/ljynlp/W2NER
named-entity-recognition ner
Last synced: 2 days ago
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Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification
- Host: GitHub
- URL: https://github.com/ljynlp/W2NER
- Owner: ljynlp
- License: mit
- Created: 2021-12-13T07:30:40.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2022-07-14T02:34:36.000Z (over 2 years ago)
- Last Synced: 2024-08-02T16:54:48.305Z (3 months ago)
- Topics: named-entity-recognition, ner
- Language: Python
- Homepage:
- Size: 277 KB
- Stars: 499
- Watchers: 4
- Forks: 82
- Open Issues: 43
Awesome Lists containing this project
- StarryDivineSky - ljynlp/W2NER - 词关系分类,提出了一种新颖的替代方案。该架构通过有效地建模实体词与 Next-Neighboring-Word (NNW) 和 Tail-Head-Word-* (THW-*) 关系之间的相邻关系,解决了统一 NER 的内核瓶颈。在 14 个广泛使用的基准数据集上针对平坦、重叠和不连续的 NER(8 个英语和 6 个中文数据集)进行了广泛的实验,击败了所有当前表现最好的基线,推动了最先进的表现统一的NER。 (实体识别NER、意图识别、槽位填充 / 其他_文本生成、文本对话)