Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction 2025-06-11 MoA: Heterogeneous Mixture of Adapters for Parameter-Efficient Fine-Tuning of Large Language Models 2025-06-11 RKEFino1: A Regulation Knowledge-Enhanced Large Language Model 2025-06-11 Mathesis: Towards Formal Theorem Proving from Natural Languages 2025-06-11 MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models 2025-06-11 QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering 2025-06-11 Reinforcement Pre-Training 2025-06-10 Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning 2025-06-10 Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance 2025-06-10 MiniCPM4: Ultra-Efficient LLMs on End Devices 2025-06-10 OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation 2025-06-10 SpatialLM: Training Large Language Models for Structured Indoor Modeling 2025-06-10 Image Reconstruction as a Tool for Feature Analysis 2025-06-10 Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning 2025-06-10 Pre-trained Large Language Models Learn Hidden Markov Models In-context 2025-06-10 Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers 2025-06-10 GTR-CoT: Graph Traversal as Visual Chain of Thought for Molecular Structure Recognition 2025-06-10 BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation 2025-06-10 Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation 2025-06-10 Through the Valley: Path to Effective Long CoT Training for Small Language Models 2025-06-10 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213