{"total":15,"rows":[{"id":"2210.07474","title":"SQA3D: Situated Question Answering in 3D Scenes","created":"2022-10-14","cited_by_count":314,"area":"lr"},{"id":"2403.07376","title":"NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning","created":"2024-03-12","cited_by_count":79,"area":"lr"},{"id":"2204.08292","title":"StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts","created":"2022-04-18","cited_by_count":68,"area":"lr"},{"id":"2406.02537","title":"TopViewRS: Vision-Language Models as Top-View Spatial Reasoners","created":"2024-06-04","cited_by_count":49,"area":"lr"},{"id":"2210.16952","title":"Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning","created":"2022-10-30","cited_by_count":34,"area":"lr"},{"id":"2505.05622","title":"CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory","created":"2025-05-08","cited_by_count":32,"area":"lr"},{"id":"2406.04566","title":"SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models","created":"2024-06-07","cited_by_count":5,"area":"lr"},{"id":"2301.08913","title":"Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning","created":"2023-01-21","cited_by_count":4,"area":"lr"},{"id":"2211.01994","title":"lilGym: Natural Language Visual Reasoning with Reinforcement Learning","created":"2022-11-03","cited_by_count":3,"area":"lr"},{"id":"2310.12557","title":"DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text","created":"2023-10-19","cited_by_count":3,"area":"lr"},{"id":"2512.15933","title":"City Navigation in the Wild: Exploring Emergent Navigation from Web-Scale Knowledge in MLLMs","created":"2025-12-17","cited_by_count":1,"area":"lr"},{"id":"2310.18369","title":"Apollo: Zero-shot MultiModal Reasoning with Multiple Experts","created":"2023-10-25","cited_by_count":0,"area":"lr"},{"id":"2505.07500","title":"Learning to Reason and Navigate: Parameter Efficient Action Planning with Large Language Models","created":"2025-05-12","cited_by_count":0,"area":"lr"},{"id":"2509.18200","title":"Conversational Orientation Reasoning: Egocentric-to-Allocentric Navigation with Multimodal Chain-of-Thought","created":"2025-09-20","cited_by_count":0,"area":"lr"},{"id":"2609.19911","title":"CitySTAR: Structured and Topology-Aware Reasoning for Open-Vocabulary Urban 3D Grounding","created":"2026-09-17","cited_by_count":0,"area":"lr"}],"next_cursor":null}