Submitted by Yang130 63 Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? · 8 authors 12
Submitted by ly015 31 MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space · 6 authors 3
Submitted by TerryXu666 28 NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes · 7 authors 2
Submitted by AliBehrouz 12 It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization · 4 authors 2
Submitted by Ayoung01 11 CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives · 4 authors 2
Submitted by kvuong2711 10 AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis · 5 authors 2
Submitted by fengyanzi 6 Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images · 4 authors 2
Submitted by seven-cat 5 Generative AI Act II: Test Time Scaling Drives Cognition Engineering · 14 authors 3
Submitted by Q-bert 5 Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models · 9 authors 2
Submitted by ybbbbt 5 HiScene: Creating Hierarchical 3D Scenes with Isometric View Generation · 8 authors 2
Submitted by gowitheflow 3 Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations · 7 authors 2
Submitted by mhamzaerol 2 Cost-of-Pass: An Economic Framework for Evaluating Language Models · 5 authors 2
Submitted by pritamqu 2 Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization · 2 authors 2
Submitted by teelinsan - Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results · 8 authors 2
Submitted by yipengsun - Filter2Noise: Interpretable Self-Supervised Single-Image Denoising for Low-Dose CT with Attention-Guided Bilateral Filtering · 8 authors 2