Geographic Question Answering

4 papers with code • 0 benchmarks • 0 datasets

Geographic Question Answering ( by way of IR, NLP, and/or Knowledge base apply)

Most implemented papers

TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning

seai-lab/torchspatial 21 Jun 2024

To fill this gap, we propose TorchSpatial, a learning framework and benchmark for location (point) encoding, which is one of the most fundamental data types of spatial representation learning.

SE-KGE: A Location-Aware Knowledge Graph Embedding Model for Geographic Question Answering and Spatial Semantic Lifting

gengchenmai/se-kge 25 Apr 2020

We also construct a geographic knowledge graph as well as a set of geographic query-answer pairs called DBGeo to evaluate the performance of SE-KGE in comparison to multiple baselines.

Translating Place-Related Questions to GeoSPARQL Queries

hamzeiehsan/questions-to-geosparql 6 May 2022

Many place-related questions can only be answered by complex spatial reasoning, a task poorly supported by factoid question retrieval.

PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph

dyu62/PolyGNN 30 Jun 2024

Finally, we introduce Multipolygon-GNN, a novel model tailored to leverage the spatial and semantic heterogeneity inherent in the visibility graph.