Submitted by yangwang825 104 Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth · 7 authors 2 5
Submitted by XingtaiHF 44 Towards a Unified View of Large Language Model Post-Training · 12 authors 52 6
Submitted by taesiri 41 Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions? · 21 authors 1
Submitted by haiyuanwan 41 DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks · 13 authors 2
Submitted by Yiyuan 16 Transition Models: Rethinking the Generative Learning Objective · 7 authors 32 2
Submitted by TianshuiChen 14 Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding · 4 authors 1
Submitted by Uri-ka 11 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings · 4 authors 1 1
Submitted by thewhole 8 Few-step Flow for 3D Generation via Marginal-Data Transport Distillation · 8 authors 1
Submitted by hxyscott 8 Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers · 46 authors 1
Submitted by HyunsooCha 3 Durian: Dual Reference-guided Portrait Animation with Attribute Transfer · 3 authors 13 1
Submitted by 1nnoh 2 Drawing2CAD: Sequence-to-Sequence Learning for CAD Generation from Vector Drawings · 6 authors 50 2
Submitted by OscarXZQ 1 Delta Activations: A Representation for Finetuned Large Language Models · 4 authors 4 1
Submitted by ZemingWei - False Sense of Security: Why Probing-based Malicious Input Detection Fails to Generalize · 4 authors 2