SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models

Rizvi, Md Imbesat Hassan; Zhu, Xiaodan; Gurevych, Iryna

Open Access

SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models

Files

SpaRP_v0.1.0.zip (29.55 MB)

Date

2024-05-27

Type

Dataset

Authors

Rizvi, Md Imbesat Hassan

Zhu, Xiaodan
Gurevych, Iryna

Description

Dataset resource released as part of our ACL 2024 paper "SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models".

Keywords

Spatial Reasoning, Spatial Reasoning Characterization (SpaRC), Spatial Reasoning Path (SpaRP) generation, SpaRTUN, StepGame

Identifier

https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/4235

DFG Classification

4.43-04 Künstliche Intelligenz und Maschinelle Lernverfahren
4.43-05 Bild- und Sprachverarbeitung, Computergraphik und Visualisierung, Human Computer Interaction, Ubiquitous und Wearable Computing

License

Except where otherwise noted, this license is described as CC BY 4.0 - Attribution 4.0 International

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SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models

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