Self-attention-based BiGRU and capsule network for named entity recognition

J Deng, L Cheng, Z Wang - arXiv preprint arXiv:2002.00735, 2020 - arxiv.org
Named entity recognition (NER) is one of the tasks of natural language processing (NLP). In
view of the problem that the traditional character representation ability is weak and the …

Bi‐LSTM+ CRF‐based named entity recognition in scientific papers in the field of ecological restoration technology

J Ma, H Yuan - Proceedings of the Association for Information …, 2019 - Wiley Online Library
We carried out an experiment to extract ecological‐restoration‐technology‐related entities
(ie, entities related to the fragile ecological remediation technology of desertification, rocky …

The entity recognition of Thai poem compose by Sunthorn Phu by using the bidirectional long short term memory technique

O Khongtum, N Promrit, S Waijanya - Multi-disciplinary Trends in Artificial …, 2019 - Springer
The challenge of the Named Entity Recognition on the domain Thai Poem Klon-Suphap
comprise of incomplete sentences, prosody, word transformation and art in language. In this …

[PDF][PDF] Thai named entity tagged corpus annotation scheme and self verification

K Suriyachay, T Charoenporn… - Proceedings of the 9th …, 2019 - researchmap.jp
In this paper, we propose a method to clean up the existing named entity (NE) corpus and
verify its consistency in creating a model for the named entity recognition (NER) task …

Named entity recognition modeling for the Thai language from a disjointedly labeled corpus

K Suriyachay… - 2018 5th International …, 2018 - ieeexplore.ieee.org
In the Thai language, named entity can be used with or without a prefix or an indication of
word. This may cause confusion between named entity and other types of noun. However, a …

Knowledge Extraction of Combat Document via Sequence Generation

Y Li - Australasian Database Conference, 2025 - Springer
Abstract Knowledge graph technology can understand the fragmented massive text data
and deeply excavate the hidden military knowledge. It is one of the effective technical ways …

[PDF][PDF] Enhancement of character-level representation in bi-LSTM model for Thai NER

K Suriyachay, T Charoenporn… - … & Technology Asia, 2021 - researchmap.jp
ABSTRACT Named Entity Recognition (NER) in the Thai language is a relatively
challenging task because the Thai language does not have an explicit word boundary. This …

[引用][C] 多神经网络协作的军事领域命名实体识别

尹学振, 赵慧, 赵俊保, 姚婉薇, 黄泽林 - 清华大学学报(自然科学版), 2020

Research on Knowledge Graph Construction Method of Early Warning Equipment Based on Deep Learning

Y Liping, F Qiqing, HU Yahui, GU Chenggang… - Modern Defense …, 2024 - xdfyjs.cn
To fully explore the intrinsic correlation value of massive data, comprehensively and
accurately construct the knowledge graph in the field of early warning equipment, a …

A method for place name recognition in Tang poetry based on feature templates and conditional random field

Y Zhang, Y Li, J Zhang, Y Ye - Web and Big Data: 4th International Joint …, 2020 - Springer
Tang poetry is an important aspect of ancient Chinese culture. Given that Tang poetry has
unique features in text structure, how to use entity recognition, knowledge graph and other …