{"total":149,"rows":[{"id":"2402.03300","title":"DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models","created":"2024-02-05","cited_by_count":9379,"area":"lr"},{"id":"2505.09388","title":"Qwen3 Technical Report","created":"2025-05-14","cited_by_count":8820,"area":"lr"},{"id":"2210.09261","title":"Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them","created":"2022-10-17","cited_by_count":1807,"area":"lr"},{"id":"2305.10403","title":"PaLM 2 Technical Report","created":"2023-05-17","cited_by_count":1162,"area":"lr"},{"id":"2212.10403","title":"Towards Reasoning in Large Language Models: A Survey","created":"2022-12-20","cited_by_count":596,"area":"lr"},{"id":"2402.12875","title":"Chain of Thought Empowers Transformers to Solve Inherently Serial Problems","created":"2024-02-20","cited_by_count":260,"area":"lr"},{"id":"2212.09597","title":"Reasoning with Language Model Prompting: A Survey","created":"2022-12-19","cited_by_count":252,"area":"lr"},{"id":"2212.08061","title":"On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning","created":"2022-12-15","cited_by_count":194,"area":"lr"},{"id":"2305.07004","title":"Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting","created":"2023-05-11","cited_by_count":165,"area":"lr"},{"id":"2504.21318","title":"Phi-4-reasoning Technical Report","created":"2025-04-30","cited_by_count":151,"area":"lr"},{"id":"2504.19678","title":"From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review","created":"2025-04-28","cited_by_count":149,"area":"lr"},{"id":"2304.09797","title":"Progressive-Hint Prompting Improves Reasoning in Large Language Models","created":"2023-04-19","cited_by_count":147,"area":"lr"},{"id":"2411.13543","title":"BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games","created":"2024-11-20","cited_by_count":146,"area":"lr"},{"id":"2411.14405","title":"Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions","created":"2024-11-21","cited_by_count":144,"area":"lr"},{"id":"2304.02015","title":"How well do Large Language Models perform in Arithmetic tasks?","created":"2023-03-16","cited_by_count":130,"area":"lr"},{"id":"2306.03872","title":"Deductive Verification of Chain-of-Thought Reasoning","created":"2023-06-06","cited_by_count":124,"area":"lr"},{"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":"2305.14045","title":"The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning","created":"2023-05-23","cited_by_count":108,"area":"lr"},{"id":"2508.14444","title":"NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model","created":"2025-08-20","cited_by_count":108,"area":"lr"},{"id":"2405.04776","title":"Chain of Thoughtlessness? An Analysis of CoT in Planning","created":"2024-05-08","cited_by_count":103,"area":"lr"},{"id":"2310.20689","title":"Learning From Mistakes Makes LLM Better Reasoner","created":"2023-10-31","cited_by_count":101,"area":"lr"},{"id":"2310.14799","title":"Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages","created":"2023-10-23","cited_by_count":97,"area":"lr"},{"id":"2406.04271","title":"Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models","created":"2024-06-06","cited_by_count":91,"area":"lr"},{"id":"2308.01223","title":"Do Multilingual Language Models Think Better in English?","created":"2023-08-02","cited_by_count":88,"area":"lr"},{"id":"2402.14809","title":"CriticBench: Benchmarking LLMs for Critique-Correct Reasoning","created":"2024-02-22","cited_by_count":88,"area":"lr"},{"id":"2503.10497","title":"MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation","created":"2025-03-13","cited_by_count":79,"area":"lr"},{"id":"2502.15603","title":"Do Multilingual LLMs Think In English?","created":"2025-02-21","cited_by_count":78,"area":"lr"},{"id":"2305.13412","title":"Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method","created":"2023-05-22","cited_by_count":76,"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":"2310.04959","title":"Towards Better Chain-of-Thought Prompting Strategies: A Survey","created":"2023-10-08","cited_by_count":62,"area":"lr"},{"id":"2310.20246","title":"Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations","created":"2023-10-31","cited_by_count":59,"area":"lr"},{"id":"2504.18428","title":"PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts","created":"2025-04-25","cited_by_count":56,"area":"lr"},{"id":"2506.08446","title":"A Survey on Large Language Models for Mathematical Reasoning","created":"2025-06-10","cited_by_count":52,"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":"2505.05408","title":"Crosslingual Reasoning through Test-Time Scaling","created":"2025-05-08","cited_by_count":46,"area":"lr"},{"id":"2406.00755","title":"Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction","created":"2024-06-02","cited_by_count":45,"area":"lr"},{"id":"2411.08745","title":"Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers","created":"2024-11-13","cited_by_count":44,"area":"lr"},{"id":"2502.08788","title":"Stop Overvaluing Multi-Agent Debate -- We Must Rethink Evaluation and Embrace Model Heterogeneity","created":"2025-02-12","cited_by_count":44,"area":"lr"},{"id":"2606.13392","title":"MiniMax Sparse Attention","created":"2026-06-11","cited_by_count":44,"area":"lr"},{"id":"2501.02448","title":"Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap","created":"2025-01-05","cited_by_count":43,"area":"lr"},{"id":"2401.07817","title":"Question Translation Training for Better Multilingual Reasoning","created":"2024-01-15","cited_by_count":42,"area":"lr"},{"id":"2606.15007","title":"Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning","created":"2026-06-12","cited_by_count":42,"area":"lr"},{"id":"2502.17407","title":"Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning","created":"2025-02-24","cited_by_count":37,"area":"lr"},{"id":"2502.09457","title":"A Survey of Multilingual Reasoning in Language Models","created":"2025-02-13","cited_by_count":33,"area":"lr"},{"id":"2502.21212","title":"Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought","created":"2025-02-28","cited_by_count":32,"area":"lr"},{"id":"2406.09175","title":"ReMI: A Dataset for Reasoning with Multiple Images","created":"2024-06-13","cited_by_count":30,"area":"lr"},{"id":"2408.14511","title":"Unveiling the Statistical Foundations of Chain-of-Thought Prompting Methods","created":"2024-08-25","cited_by_count":29,"area":"lr"},{"id":"2505.15431","title":"Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought","created":"2025-05-21","cited_by_count":29,"area":"lr"},{"id":"2508.17692","title":"LLM-based Agentic Reasoning Frameworks: A Survey from Methods to Scenarios","created":"2025-08-25","cited_by_count":26,"area":"lr"},{"id":"2511.16660","title":"Cognitive Foundations for Reasoning and Their Manifestation in LLMs","created":"2025-11-20","cited_by_count":26,"area":"lr"},{"id":"2507.05418","title":"Learn Globally, Speak Locally: Bridging the Gaps in Multilingual Reasoning","created":"2025-07-07","cited_by_count":24,"area":"lr"},{"id":"2503.23084","title":"The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction","created":"2025-03-29","cited_by_count":21,"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":"2504.00762","title":"Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute","created":"2025-04-01","cited_by_count":20,"area":"lr"},{"id":"2311.10797","title":"TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes","created":"2023-11-17","cited_by_count":19,"area":"lr"},{"id":"2406.13940","title":"AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought","created":"2024-06-20","cited_by_count":19,"area":"lr"},{"id":"2312.01714","title":"Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models","created":"2023-12-04","cited_by_count":18,"area":"lr"},{"id":"2505.19126","title":"MMATH: A Multilingual Benchmark for Mathematical Reasoning","created":"2025-05-25","cited_by_count":17,"area":"lr"},{"id":"2406.16655","title":"Large Language Models Are Cross-Lingual Knowledge-Free Reasoners","created":"2024-06-24","cited_by_count":16,"area":"lr"},{"id":"2410.10336","title":"CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning","created":"2024-10-14","cited_by_count":16,"area":"lr"},{"id":"2403.14112","title":"Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations","created":"2024-03-21","cited_by_count":14,"area":"lr"},{"id":"2505.17697","title":"Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models","created":"2025-05-23","cited_by_count":13,"area":"lr"},{"id":"2302.04813","title":"Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting","created":"2023-02-09","cited_by_count":12,"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":"2510.27269","title":"Why Do Multilingual Reasoning Gaps Emerge in Reasoning Language Models?","created":"2025-10-31","cited_by_count":12,"area":"lr"},{"id":"2508.09883","title":"Beyond Scaling Law: A Data-Efficient Distillation Framework for Reasoning","created":"2025-08-13","cited_by_count":11,"area":"lr"},{"id":"2410.12323","title":"Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up","created":"2024-10-16","cited_by_count":10,"area":"lr"},{"id":"2506.00519","title":"CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention","created":"2025-05-31","cited_by_count":10,"area":"lr"},{"id":"2506.08410","title":"Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens","created":"2025-06-10","cited_by_count":10,"area":"lr"},{"id":"2409.15376","title":"ControlMath: Controllable Data Generation Promotes Math Generalist Models","created":"2024-09-20","cited_by_count":9,"area":"lr"},{"id":"2502.09056","title":"Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging -- An Open Recipe","created":"2025-02-13","cited_by_count":9,"area":"lr"},{"id":"2506.20544","title":"When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs","created":"2025-06-25","cited_by_count":9,"area":"lr"},{"id":"2601.06853","title":"DAGGER: Distractor-Aware Graph Generation for Executable Reasoning in Math Problems","created":"2026-01-11","cited_by_count":9,"area":"lr"},{"id":"2601.13262","title":"CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning","created":"2026-01-19","cited_by_count":9,"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":"2503.13413","title":"DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective","created":"2025-03-17","cited_by_count":8,"area":"lr"},{"id":"2511.23231","title":"Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering","created":"2025-11-28","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":"2502.11393","title":"HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning","created":"2025-02-17","cited_by_count":7,"area":"lr"},{"id":"2511.01365","title":"The Ouroboros of Benchmarking: Reasoning Evaluation in an Era of Saturation","created":"2025-11-03","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":"2502.12663","title":"Demystifying Multilingual Chain-of-Thought in Process Reward Modeling","created":"2025-02-18","cited_by_count":6,"area":"lr"},{"id":"2601.18722","title":"Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning","created":"2026-01-26","cited_by_count":6,"area":"lr"},{"id":"2505.15508","title":"Multilingual Test-Time Scaling via Initial Thought Transfer","created":"2025-05-21","cited_by_count":5,"area":"lr"},{"id":"2509.11569","title":"D$^2$HScore: Reasoning-Aware Hallucination Detection via Semantic Breadth and Depth Analysis in LLMs","created":"2025-09-15","cited_by_count":5,"area":"lr"},{"id":"2310.15258","title":"Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention","created":"2023-10-23","cited_by_count":4,"area":"lr"},{"id":"2403.10900","title":"BEnQA: A Question Answering and Reasoning Benchmark for Bengali and English","created":"2024-03-16","cited_by_count":4,"area":"lr"},{"id":"2407.07099","title":"Nash CoT: Multi-Path Inference with Preference Equilibrium","created":"2024-06-18","cited_by_count":4,"area":"lr"},{"id":"2409.14526","title":"What Are They Doing? Joint Audio-Speech Co-Reasoning","created":"2024-09-22","cited_by_count":4,"area":"lr"},{"id":"2505.13498","title":"IRLBench: A Multi-modal, Culturally Grounded, Parallel Irish-English Benchmark for Open-Ended LLM Reasoning Evaluation","created":"2025-05-16","cited_by_count":4,"area":"lr"},{"id":"2509.25543","title":"Aligning Multilingual Reasoning with Verifiable Semantics from a High-Resource Expert Model","created":"2025-09-29","cited_by_count":4,"area":"lr"},{"id":"2510.13170","title":"Putting on the Thinking Hats: A Survey on Chain of Thought Fine-tuning from the Perspective of Human Reasoning Mechanism","created":"2025-10-15","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":"2604.04720","title":"What Makes Good Multilingual Reasoning? Disentangling Traces with Measurable Features","created":"2026-04-06","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":"2507.00246","title":"EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning","created":"2025-06-30","cited_by_count":3,"area":"lr"},{"id":"2510.20647","title":"The Reasoning Lingua Franca: A Double-Edged Sword for Multilingual AI","created":"2025-10-23","cited_by_count":3,"area":"lr"},{"id":"2510.24792","title":"PISA-Bench: The PISA Index as a Multilingual and Multimodal Metric for the Evaluation of Vision-Language Models","created":"2025-10-27","cited_by_count":3,"area":"lr"},{"id":"2601.21225","title":"MGSM-Pro: A Simple Strategy for Robust Multilingual Mathematical Reasoning Evaluation","created":"2026-01-29","cited_by_count":3,"area":"lr"}],"next_cursor":"100"}