{"total":14,"rows":[{"id":"2405.10825","title":"Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities","created":"2024-05-17","cited_by_count":83,"area":"lr"},{"id":"2503.16858","title":"MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering","created":"2025-03-21","cited_by_count":55,"area":"lr"},{"id":"2409.11376","title":"Towards Time Series Reasoning with LLMs","created":"2024-09-17","cited_by_count":37,"area":"lr"},{"id":"2403.19857","title":"LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces","created":"2024-03-28","cited_by_count":28,"area":"lr"},{"id":"2509.11575","title":"A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models","created":"2025-09-15","cited_by_count":21,"area":"lr"},{"id":"2502.01477","title":"Achieving Time Series Reasoning Requires Rethinking Model Design, Tasks Formulation, and Evaluation","created":"2025-02-03","cited_by_count":17,"area":"lr"},{"id":"2503.17726","title":"A Survey on Mathematical Reasoning and Optimization with Large Language Models","created":"2025-03-22","cited_by_count":12,"area":"lr"},{"id":"2503.10883","title":"Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data","created":"2025-03-13","cited_by_count":7,"area":"lr"},{"id":"2505.16088","title":"Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning","created":"2025-05-22","cited_by_count":6,"area":"lr"},{"id":"2603.15452","title":"Unlocking the Value of Text: Event-Driven Reasoning and Multi-Level Alignment for Time Series Forecasting","created":"2026-03-16","cited_by_count":5,"area":"lr"},{"id":"2605.08625","title":"Reasoning-Aware Training for Time Series Forecasting","created":"2026-05-09","cited_by_count":3,"area":"lr"},{"id":"2602.03026","title":"Visual Reasoning over Time Series via Multi-Agent System","created":"2026-02-03","cited_by_count":2,"area":"lr"},{"id":"2608.13129","title":"Numeracy in Large Language Models: Fundamental Limitations and Paths to Improvement","created":"2026-08-13","cited_by_count":1,"area":"lr"},{"id":"2508.18635","title":"STRATA-TS: Selective Knowledge Transfer for Urban Time Series Forecasting with Retrieval-Guided Reasoning","created":"2025-08-26","cited_by_count":0,"area":"lr"}],"next_cursor":null}