{"total":38,"rows":[{"id":"2405.16473","title":"M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought","created":"2024-05-26","cited_by_count":121,"area":"lr"},{"id":"2311.11797","title":"Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents","created":"2023-11-20","cited_by_count":72,"area":"lr"},{"id":"2401.06838","title":"MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization","created":"2024-01-12","cited_by_count":69,"area":"lr"},{"id":"2410.05695","title":"Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought","created":"2024-10-08","cited_by_count":56,"area":"lr"},{"id":"2404.04925","title":"Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers","created":"2024-04-07","cited_by_count":51,"area":"lr"},{"id":"2401.07037","title":"xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning","created":"2024-01-13","cited_by_count":46,"area":"lr"},{"id":"2505.05408","title":"Crosslingual Reasoning through Test-Time Scaling","created":"2025-05-08","cited_by_count":46,"area":"lr"},{"id":"2401.07817","title":"Question Translation Training for Better Multilingual Reasoning","created":"2024-01-15","cited_by_count":42,"area":"lr"},{"id":"2505.15510","title":"Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought","created":"2025-05-21","cited_by_count":35,"area":"lr"},{"id":"2410.20482","title":"What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration","created":"2024-10-27","cited_by_count":31,"area":"lr"},{"id":"2506.09890","title":"The Emergence of Abstract Thought in Large Language Models Beyond Any Language","created":"2025-06-11","cited_by_count":21,"area":"lr"},{"id":"2412.02025","title":"PKRD-CoT: A Unified Chain-of-thought Prompting for Multi-Modal Large Language Models in Autonomous Driving","created":"2024-12-02","cited_by_count":17,"area":"lr"},{"id":"2409.01893","title":"What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices","created":"2024-09-03","cited_by_count":14,"area":"lr"},{"id":"2501.16154","title":"AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought","created":"2025-01-27","cited_by_count":14,"area":"lr"},{"id":"2510.27269","title":"Why Do Multilingual Reasoning Gaps Emerge in Reasoning Language Models?","created":"2025-10-31","cited_by_count":12,"area":"lr"},{"id":"2410.04463","title":"Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information","created":"2024-10-06","cited_by_count":10,"area":"lr"},{"id":"2505.15372","title":"X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System","created":"2025-05-21","cited_by_count":10,"area":"lr"},{"id":"2311.08097","title":"Empowering Multi-step Reasoning across Languages via Tree-of-Thoughts","created":"2023-11-14","cited_by_count":8,"area":"lr"},{"id":"2506.07936","title":"Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models","created":"2025-06-09","cited_by_count":8,"area":"lr"},{"id":"2510.09555","title":"A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages","created":"2025-10-10","cited_by_count":8,"area":"lr"},{"id":"2405.01345","title":"The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights","created":"2024-05-02","cited_by_count":7,"area":"lr"},{"id":"2505.19108","title":"CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models","created":"2025-05-25","cited_by_count":7,"area":"lr"},{"id":"2410.04407","title":"Lens: Rethinking Multilingual Enhancement for Large Language Models","created":"2024-10-06","cited_by_count":6,"area":"lr"},{"id":"2502.17956","title":"Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments","created":"2025-02-25","cited_by_count":6,"area":"lr"},{"id":"2504.04771","title":"Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations","created":"2025-04-07","cited_by_count":5,"area":"lr"},{"id":"2509.24238","title":"Learning to Ponder: Adaptive Reasoning in Latent Space","created":"2025-09-29","cited_by_count":5,"area":"lr"},{"id":"2512.00756","title":"MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents","created":"2025-11-30","cited_by_count":5,"area":"lr"},{"id":"2504.06581","title":"Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis","created":"2025-04-09","cited_by_count":4,"area":"lr"},{"id":"2510.09544","title":"Beyond Surface Reasoning: Unveiling the True Long Chain-of-Thought Capacity of Diffusion Large Language Models","created":"2025-10-10","cited_by_count":4,"area":"lr"},{"id":"2512.22712","title":"Beg to Differ: Understanding Reasoning-Answer Misalignment Across Languages","created":"2025-12-27","cited_by_count":4,"area":"lr"},{"id":"2505.24409","title":"When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering","created":"2025-05-30","cited_by_count":3,"area":"lr"},{"id":"2512.01725","title":"Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks","created":"2025-12-01","cited_by_count":2,"area":"lr"},{"id":"2601.16218","title":"M3Kang: Evaluating Multilingual Multimodal Mathematical Reasoning in Vision-Language Models","created":"2026-01-03","cited_by_count":2,"area":"lr"},{"id":"2604.16917","title":"x1: Learning to Think Adaptively Across Languages and Cultures","created":"2026-04-18","cited_by_count":2,"area":"lr"},{"id":"2507.08339","title":"What Factors Affect LLMs and RLLMs in Financial Question Answering?","created":"2025-07-11","cited_by_count":1,"area":"lr"},{"id":"2604.20090","title":"Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework","created":"2026-04-22","cited_by_count":1,"area":"lr"},{"id":"2608.06347","title":"RP-OPSD: Reasoning-Pivot-Guided On-Policy Self-Distillation for Multilingual Reasoning Transfer","created":"2026-08-06","cited_by_count":0,"area":"lr"},{"id":"2610.04295","title":"Language-Conditioned Token and Reasoning Efficiency in Large Language Models: A Paired Cross-Lingual Study Protocol","created":"2026-10-03","cited_by_count":0,"area":"lr"}],"next_cursor":null}