Submitted by yangwang825 134 Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth · 7 authors 16 11
Submitted by XingtaiHF 76 Towards a Unified View of Large Language Model Post-Training · 12 authors 220 7
Submitted by taesiri 62 Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions? ByteDance Seed 2
55 DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks · 13 authors 6
Submitted by Uri-ka 28 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings · 4 authors 39 2
Submitted by Yiyuan 28 Transition Models: Rethinking the Generative Learning Objective · 7 authors 163 3
Submitted by hxyscott 24 Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers · 46 authors 515 2
Submitted by TianshuiChen 17 Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding · 4 authors 2
Submitted by thewhole 13 Few-step Flow for 3D Generation via Marginal-Data Transport Distillation · 8 authors 58 2
Submitted by HyunsooCha 11 Durian: Dual Reference-guided Portrait Animation with Attribute Transfer · 3 authors 45 2
Submitted by 1nnoh 11 Drawing2CAD: Sequence-to-Sequence Learning for CAD Generation from Vector Drawings · 6 authors 159 3
Submitted by OscarXZQ 6 Delta Activations: A Representation for Finetuned Large Language Models · 4 authors 22 2
Submitted by ZemingWei 3 False Sense of Security: Why Probing-based Malicious Input Detection Fails to Generalize · 4 authors 7 3