Papers Geographic Question Answering
“Geographic Question Answering” 태그가 달린 논문 8편 · 필터 해제
GeoRAG: A Question-Answering Approach from a Geographical Perspective
Geographic Question Answering (GeoQA) addresses natural language queries in geographic domains to fulfill complex user demands and improve information retrieval efficiency. Traditional QA systems, however, suffer from li…
AttributeGeographic Question AnsweringInformation RetrievalNatural Language Queries+5PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph
Polygon representation learning is essential for diverse applications, encompassing tasks such as shape coding, building pattern classification, and geographic question answering. While recent years have seen considerabl…
Computational EfficiencyGeographic Question AnsweringQuestion AnsweringRepresentation LearningTorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
Spatial representation learning (SRL) aims at learning general-purpose neural network representations from various types of spatial data (e.g., points, polylines, polygons, networks, images, etc.) in their native formats…
FairnessGeographic Question Answeringimage-classificationImage Classification+3Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models
In recent years we have seen substantial advances in foundation models for artificial intelligence, including language, vision, and multimodal models. Recent studies have highlighted the potential of using foundation mod…
Geographic Question AnsweringPrivacy PreservingQuestion AnsweringSemantic Web Enabled Geographic Question Answering Framework: GeoTR
With the considerable growth of linked data, researchers have focused on how to increase the availability of semantic web technologies to provide practical usages for real life systems. Question answering systems are an …
Geographic Question AnsweringQuestion AnsweringTranslating Place-Related Questions to GeoSPARQL Queries
Many place-related questions can only be answered by complex spatial reasoning, a task poorly supported by factoid question retrieval. Such reasoning using combinations of spatial and non-spatial criteria pertinent to pl…
Geographic Question AnsweringQuestion AnsweringRetrievalSpatial ReasoningGeographic Question Answering: Challenges, Uniqueness, Classification, and Future Directions
As an important part of Artificial Intelligence (AI), Question Answering (QA) aims at generating answers to questions phrased in natural language. While there has been substantial progress in open-domain question answeri…
ClassificationGeographic Question AnsweringOpen-Domain Question AnsweringQuestion AnsweringSE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting
Learning knowledge graph (KG) embeddings is an emerging technique for a variety of downstream tasks such as summarization, link prediction, information retrieval, and question answering. However, most existing KG embeddi…
Geographic Question AnsweringGraph EmbeddingInformation RetrievalKnowledge Graph Embedding+4