{"total":57,"rows":[{"id":"2504.15585","title":"A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment","created":"2025-04-22","cited_by_count":116,"area":"lr"},{"id":"2310.20689","title":"Learning From Mistakes Makes LLM Better Reasoner","created":"2023-10-31","cited_by_count":101,"area":"lr"},{"id":"2404.10642","title":"Self-playing Adversarial Language Game Enhances LLM Reasoning","created":"2024-04-16","cited_by_count":83,"area":"lr"},{"id":"2309.16298","title":"At Which Training Stage Does Code Data Help LLMs Reasoning?","created":"2023-09-28","cited_by_count":82,"area":"lr"},{"id":"2311.08719","title":"Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory","created":"2023-11-15","cited_by_count":64,"area":"lr"},{"id":"2312.02439","title":"Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation","created":"2023-12-05","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":"2402.18243","title":"Learning or Self-aligning? Rethinking Instruction Fine-tuning","created":"2024-02-28","cited_by_count":43,"area":"lr"},{"id":"2311.07954","title":"A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning","created":"2023-11-14","cited_by_count":41,"area":"lr"},{"id":"2311.17667","title":"TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models","created":"2023-11-29","cited_by_count":39,"area":"lr"},{"id":"2503.07523","title":"VisRL: Intention-Driven Visual Perception via Reinforced Reasoning","created":"2025-03-10","cited_by_count":39,"area":"lr"},{"id":"2405.12541","title":"DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge","created":"2024-05-21","cited_by_count":24,"area":"lr"},{"id":"2407.08348","title":"Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On","created":"2024-07-11","cited_by_count":24,"area":"lr"},{"id":"2310.07999","title":"LEMON: Lossless model expansion","created":"2023-10-12","cited_by_count":23,"area":"lr"},{"id":"2403.06609","title":"Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds","created":"2024-03-11","cited_by_count":19,"area":"lr"},{"id":"2501.09213","title":"FineMedLM-o1: Enhancing Medical Knowledge Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training","created":"2025-01-16","cited_by_count":19,"area":"lr"},{"id":"2509.24322","title":"Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey","created":"2025-09-29","cited_by_count":19,"area":"lr"},{"id":"2405.00622","title":"Causal Evaluation of Language Models","created":"2024-05-01","cited_by_count":18,"area":"lr"},{"id":"2405.19893","title":"Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts","created":"2024-05-30","cited_by_count":16,"area":"lr"},{"id":"2401.11864","title":"Distilling Mathematical Reasoning Capabilities into Small Language Models","created":"2024-01-22","cited_by_count":14,"area":"lr"},{"id":"2402.02791","title":"PanGu-$\\pi$ Pro:Rethinking Optimization and Architecture for Tiny Language Models","created":"2024-02-05","cited_by_count":14,"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":"2405.17057","title":"ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation","created":"2024-05-27","cited_by_count":14,"area":"lr"},{"id":"2412.03409","title":"PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation","created":"2024-12-04","cited_by_count":13,"area":"lr"},{"id":"2505.10218","title":"RAIDEN-R1: Improving Role-awareness of LLMs via GRPO with Verifiable Reward","created":"2025-05-15","cited_by_count":13,"area":"lr"},{"id":"2508.12495","title":"Mitigating Hallucinations in Large Language Models via Causal Reasoning","created":"2025-08-17","cited_by_count":13,"area":"lr"},{"id":"2503.00912","title":"HiBench: Benchmarking LLMs Capability on Hierarchical Structure Reasoning","created":"2025-03-02","cited_by_count":12,"area":"lr"},{"id":"2402.18344","title":"Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning","created":"2024-02-28","cited_by_count":11,"area":"lr"},{"id":"2505.19439","title":"Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers","created":"2025-05-26","cited_by_count":11,"area":"lr"},{"id":"2402.14660","title":"ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models","created":"2024-02-22","cited_by_count":10,"area":"lr"},{"id":"2403.18295","title":"Dual Instruction Tuning with Large Language Models for Mathematical Reasoning","created":"2024-03-27","cited_by_count":10,"area":"lr"},{"id":"2501.15147","title":"A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models","created":"2025-01-25","cited_by_count":10,"area":"lr"},{"id":"2311.17438","title":"CLOMO: Counterfactual Logical Modification with Large Language Models","created":"2023-11-29","cited_by_count":7,"area":"lr"},{"id":"2408.00274","title":"QUITO: Accelerating Long-Context Reasoning through Query-Guided Context Compression","created":"2024-08-01","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":"2406.07393","title":"Large Language Models are Limited in Out-of-Context Knowledge Reasoning","created":"2024-06-11","cited_by_count":6,"area":"lr"},{"id":"2412.14588","title":"Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning","created":"2024-12-19","cited_by_count":6,"area":"lr"},{"id":"2509.09082","title":"MR-UIE: Multi-Perspective Reasoning with Reinforcement Learning for Universal Information Extraction","created":"2025-09-11","cited_by_count":6,"area":"lr"},{"id":"2408.07543","title":"MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts","created":"2024-08-14","cited_by_count":5,"area":"lr"},{"id":"2410.01696","title":"CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs","created":"2024-10-02","cited_by_count":5,"area":"lr"},{"id":"2412.06845","title":"7B Fully Open Source Moxin-LLM/VLM -- From Pretraining to GRPO-based Reinforcement Learning Enhancement","created":"2024-12-08","cited_by_count":5,"area":"lr"},{"id":"2404.17513","title":"A Comprehensive Evaluation on Event Reasoning of Large Language Models","created":"2024-04-26","cited_by_count":4,"area":"lr"},{"id":"2506.13065","title":"MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?","created":"2025-06-16","cited_by_count":4,"area":"lr"},{"id":"2406.12386","title":"IPEval: A Bilingual Intellectual Property Agency Consultation Evaluation Benchmark for Large Language Models","created":"2024-06-18","cited_by_count":3,"area":"lr"},{"id":"2512.06201","title":"K2-V2: A 360-Open, Reasoning-Enhanced LLM","created":"2025-12-05","cited_by_count":3,"area":"lr"},{"id":"2401.04319","title":"Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs","created":"2024-01-09","cited_by_count":2,"area":"lr"},{"id":"2310.16713","title":"SkyMath: Technical Report","created":"2023-10-25","cited_by_count":1,"area":"lr"},{"id":"2406.06561","title":"Brainstorming Brings Power to Large Language Models of Knowledge Reasoning","created":"2024-06-02","cited_by_count":1,"area":"lr"},{"id":"2504.02404","title":"AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLMs","created":"2025-04-03","cited_by_count":1,"area":"lr"},{"id":"2602.01779","title":"LingLanMiDian: Systematic Evaluation of LLMs on TCM Knowledge and Clinical Reasoning","created":"2026-02-02","cited_by_count":1,"area":"lr"},{"id":"2602.14649","title":"GradMAP: Faster Layer Pruning with Gradient Metric and Projection Compensation","created":"2026-02-16","cited_by_count":1,"area":"lr"},{"id":"2603.02939","title":"ShipTraj-R1: Reinforcing Ship Trajectory Prediction in Large Language Models via Group Relative Policy Optimization","created":"2026-03-03","cited_by_count":1,"area":"lr"},{"id":"2312.17535","title":"Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs","created":"2023-12-29","cited_by_count":0,"area":"lr"},{"id":"2605.25511","title":"CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents","created":"2026-05-25","cited_by_count":0,"area":"lr"},{"id":"2605.27860","title":"C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning","created":"2026-05-27","cited_by_count":0,"area":"lr"},{"id":"2609.25755","title":"Syndrome, Synergy, and Safety: Structured Reasoning and Knowledge-Driven Alignment for TCM Prescription Generation","created":"2026-09-22","cited_by_count":0,"area":"lr"},{"id":"2610.14705","title":"Lingdan-V2: Large language models for clinically grounded reasoning in traditional Chinese medicine","created":"2026-10-10","cited_by_count":0,"area":"lr"}],"next_cursor":null}