第1回 : Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods [paper] [slide] 第2回 : A Machine Learning Approach to Clinical Terms Normalization [paper] [slide(Speaker Deck)] 第5回 : SCDV: Sparse Composite Document Vectors using soft clustering over distributional representations [paper] [slide(Speaker Deck)] 第6回 : How to Train good Word Embeddings for Biomedical NLP [paper] [slide(Speaker Deck)] 第7回 : An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation [paper] [slide(Speaker Deck)] 第8回 : Learning and Evaluating Sparse Interpretable Sentence Embeddings [paper] [slide(Speaker Deck)] 第9回 : On Learning Better Word Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data [paper] [slide(Speaker Deck)] 第13回 : Biomedical Document Retrieval for Clinical Decision Support System [paper] [slide(Speaker Deck)] 第14回 : Context-Aware Cross-Lingual Mapping [paper] [slide(Speaker Deck)] 第15回 : Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction [paper] [slide(Speaker Deck)] 第16回 : Is Word Segmentation Necessary for Deep Learning of Chinese Representations? [paper] [slide(Speaker Deck)] 第17回 : Medical Word Embeddings for Spanish: Development and Evaluation [paper] [slide(Speaker Deck)] 第18回 : Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts [paper] [slide(Speaker Deck)] 第19回 : Do Neural NLP Models Know Numbers? Probing Numeracy in Embeddings [paper] [slide(Speaker Deck)] ※arxivではタイトルが Do NLP Models Know Numbers? Probing Numeracy in Embeddings（2019/10/27現在） 第20回 : EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks [paper] [slide(Speaker Deck)] 第21回 : Publicly Available Clinical BERT Embeddings [paper] [slide(Speaker Deck)] 第22回 : A Novel System for Extractive Clinical Note Summarization using EHR Data [paper] [slide(Speaker Deck)] 第23回 : Is artificial data useful for biomedical Natural Language Processing algorithms? [paper] [slide(Speaker Deck)] |
多田 太郎 >