（ACL2019專題)一 Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning
1. 論文研讀筆記 因爲恰逢ACL2019召開，這段時間掃一下ACL比較有意思的文章。恰逢最近有一個命名實體識別的比賽，也就順便看到這篇文章，感覺對於用少量標準數據進行學習的任務，會成爲NLP的熱點，之前看過面向關係抽取的，這次則是面向命名實體識別之類的序列標註任務。 1.1 研究動機 1.2 研究方法 標註機制 因爲字典不能夠保證包含句子中所有的實體單詞，所以本文並沒有使用傳統的BIO或者BIO
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相關文章
- 1. 《Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning》
- 2. A Survey on Deep Learning for Named Entity Recognition（2020）
- 3. [ICLR2018]Deep Active Learning for Named Entity Recognition
- 4. 【論文筆記】A Survey on Deep Learning for Named Entity Recognition
- 5. 《Joint Learning of Named Entity Recognition and Entity Linking》論文筆記
- 6. Semi-supervised Bootstrapping approach for Named Entity Recognition論文筆記
- 7. 《Neural Architectures for Named Entity Recognition》
- 8. "RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information"簡略筆記
- 9. END-TO-END NAMED ENTITY RECOGNITION AND RELATION EXTRACTION USING PRE-TRAINED LANGUAGE MODELS
- 10. 論文閱讀《Named Entity Recognition using an HMM-based Chunk Tagger》