The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity 2025-06-10 Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models 2025-06-10 Vision Transformers Don’t Need Trained Registers 2025-06-10 CCI4.0: A Bilingual Pretraining Dataset for Enhancing Reasoning in Large Language Models 2025-06-10 ConfQA: Answer Only If You Are Confident 2025-06-10 Model Immunization from a Condition Number Perspective 2025-06-10 Play to Generalize: Learning to Reason Through Game Play 2025-06-10 GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior 2025-06-10 Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding 2025-06-10 Dreamland: Controllable World Creation with Simulator and Generative Models 2025-06-10 SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs 2025-06-10 ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists 2025-06-10 What Is Seen Cannot Be Unseen: The Disruptive Effect of Knowledge Conflict on Large Language Models 2025-06-10 Cartridges: Lightweight and general-purpose long context representations via self-study 2025-06-10 Agents of Change: Self-Evolving LLM Agents for Strategic Planning 2025-06-10 τ^2-Bench: Evaluating Conversational Agents in a Dual-Control Environment 2025-06-10 SAFEFLOW: A Principled Protocol for Trustworthy and Transactional Autonomous Agent Systems 2025-06-10 Learning What Reinforcement Learning Can’t: Interleaved Online Fine-Tuning for Hardest Questions 2025-06-10 Self-Adapting Improvement Loops for Robotic Learning 2025-06-10 NetPress: Dynamically Generated LLM Benchmarks for Network Applications 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
