BERT-based spatial information extraction

HJ Shin, JY Park, DB Yuk, JS Lee - Proceedings of the Third …, 2020 - aclanthology.org
Spatial information extraction is essential to understand geographical information in text.
This task is largely divided to two subtasks: spatial element extraction and spatial relation …

A Hybrid Model of Classification and Generation for Spatial Relation Extraction

F Wang, P Li, Q Zhu - … of the 29th international conference on …, 2022 - aclanthology.org
Extracting spatial relations from texts is a fundamental task for natural language
understanding and previous studies only regard it as a classification task, ignoring those …

Holistic Spatial Reasoning for Chinese Spatial Language Understanding

Y Zhao, J Wei - Applied Sciences, 2023 - mdpi.com
Spatial language understanding (SLU) is an important task in the field of information
extraction, and it involves complex spatial analyses and reasoning processes. Unlike …

Extracting spatial entities and relations in Korean text

B Kim, JS Lee - Proceedings of COLING 2016, the 26th …, 2016 - aclanthology.org
A spatial information extraction system retrieves spatial entities and their relationships for
geological searches and reasoning. Spatial information systems have been developed …

Integrating element correlation with prompt-based spatial relation extraction

F Wang, S Xu, P Li, Q Zhu - Frontiers of Computer Science, 2025 - Springer
Spatial relations in text refer to how a geographical entity is located in space in relation to a
reference entity. Extracting spatial relations from text is a fundamental task in natural …

[PDF][PDF] Sieve-based spatial relation extraction with expanding parse trees

J D'Souza, V Ng - Proceedings of the 2015 Conference on …, 2015 - aclanthology.org
A key challenge introduced by the recent SpaceEval shared task on spatial relation
extraction is the identification of MOVELINKs, a type of spatial relation in which up to eight …

BiLSTM-CRF with compensation method for spatial entity recognition

C Wang, W Shang, W Huang… - 2021 21st ACIS …, 2021 - ieeexplore.ieee.org
As a basic task, named entity recognition (NER) plays a very important role in the field of
natural language processing. In recent years, the neural network method has achieved …

Semantic Scene Builder: Towards a Context Sensitive Text-to-3D Scene Framework

A Henlein, A Kett, D Baumartz, G Abrami… - … Conference on Human …, 2023 - Springer
Abstract We introduce Semantic Scene Builder (SeSB), a VR-based text-to-3D scene
framework using SemAF (Semantic Annotation Framework) as a scheme for annotating …

CCL23-Eval 任务 4 总结报告: 第三届中文空间语义理解评测 (Overview of CCL23-Eval Task 4: The 3rd Chinese Spatial Cognition Evaluation)

L **ao, W Zhan, Z Sui, Y Qin, C Sun… - Proceedings of the …, 2023 - aclanthology.org
Abstract “第三届中文空间语义理解评测任务(SpaCE2023) 旨在测试机器的空间语义理解能力,
包括三个子任务:(1) 空间信息异常识别任务;(2) 空间语义角色标注任务;(3) …

Three-Stage Extraction of Spatial Relationships Using Markers

M Olek, M Piasecki - International Conference on Computational …, 2024 - Springer
We present SpaRel–a system for Spatial Relation Extraction (SRE), which is focused on
intra-sentence Spatial Relation Extraction. It was evaluated on three datasets: English …