Submitted by yangwang825 213 Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth · 7 authors 15 11
Submitted by XingtaiHF 76 Towards a Unified View of Large Language Model Post-Training · 12 authors 209 7
Submitted by taesiri 58 Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions? ByteDance Seed 2
58 DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks · 13 authors 6
Submitted by Yiyuan 29 Transition Models: Rethinking the Generative Learning Objective · 7 authors 146 3
Submitted by Uri-ka 29 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings · 4 authors 39 2
Submitted by hxyscott 25 Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers · 46 authors 502 2
Submitted by TianshuiChen 18 Video-MTR: Reinforced Multi-Turn Reasoning for Long Video Understanding · 4 authors 2
Submitted by thewhole 12 Few-step Flow for 3D Generation via Marginal-Data Transport Distillation · 8 authors 52 2
Submitted by HyunsooCha 11 Durian: Dual Reference-guided Portrait Animation with Attribute Transfer · 3 authors 42 2
Submitted by 1nnoh 10 Drawing2CAD: Sequence-to-Sequence Learning for CAD Generation from Vector Drawings · 6 authors 126 3
Submitted by OscarXZQ 7 Delta Activations: A Representation for Finetuned Large Language Models · 4 authors 20 2
Submitted by ZemingWei 4 False Sense of Security: Why Probing-based Malicious Input Detection Fails to Generalize · 4 authors 6 3