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Rare disease identification from free-text clinical notes with ontologies and weak supervision
Datasets, SOTA results of every fields of Chinese NLP
Insightful Tutorials and Papers about Knowledge Graphs
DBpedia Spotlight is a tool for automatically annotating mentions of DBpedia resources in text.
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案
Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)
Recent trends of Entity Linking, Disambiguation, and Representation.
医药知识图谱自动问答系统实现,包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别(基于词典+BERT_CRF)、实体链接(Sentence-BERT做匹配)、意图识别(基于提问词+领域词词典)。
multilabel classification of EHR notes
Entity linking system for Wikidata updated by your edits in real time