3 papers
cs.CL2025
Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition
Linh Le, Guido Zuccon, Gianluca Demartini +2
Previous work on clinical relation extraction from free-text sentences leveraged information about semantic types from clinical knowledge bases as a part of entity representations.…
cs.IR2020
Sentence Compression as Deletion with Contextual Embeddings
Minh-Tien Nguyen, Bui Cong Minh, Dung Tien Le +1
Sentence compression is the task of creating a shorter version of an input sentence while keeping important information. In this paper, we extend the task of compression by deletio…
cs.IR2020
Transfer Learning for Information Extraction with Limited Data
Minh-Tien Nguyen, Viet-Anh Phan, Le Thai Linh +4
This paper presents a practical approach to fine-grained information extraction. Through plenty of experiences of authors in practically applying information extraction to business…