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2025-09-26 至 2025-09-26 共收录 7 篇信号源：cs.CL, cs.AI, cs.LG

1. 复杂问题求解 7 篇

2509.20577 2025-09-26 cs.CL cs.AI cs.IR 81%

Dynamic Reasoning Chains through Depth-Specialized Mixture-of-Experts in Transformer Architectures

Sampurna Roy, Ayan Sar, Anurag Kaushish, Kanav Gupta, Tanupriya Choudhury, Abhijit Kumar

机构 * School of Computer Science University of Petroleum

专题命中复杂问题求解：reasoning(title,abstract)；分类 cs.CL、cs.AI

Comments Submitted in IEEE International Conference on Big Data 2025

2509.21251 2025-09-26 cs.CV cs.AI 79%

Instruction-tuned Self-Questioning Framework for Multimodal Reasoning

You-Won Jang, Yu-Jung Heo, Jaeseok Kim, Minsu Lee, Du-Seong Chang, Byoung-Tak Zhang

专题命中复杂问题求解：reasoning(title,abstract)；分类 cs.AI

Comments This paper was accepted to the "CLVL: 5th Workshop on Closing the Loop Between Vision and Language (ICCV 2023 CLVL workshop)."

2505.15809 2025-09-26 cs.CV 75%

MMaDA: Multimodal Large Diffusion Language Models

Ling Yang, Ye Tian, Bowen Li, Xinchen Zhang, Ke Shen, Yunhai Tong, Mengdi Wang

机构 * Princeton University（普林斯顿大学）； Peking University（北京大学）； Tsinghua University（清华大学）； ByteDance Seed（字节跳动种子）

专题命中复杂问题求解：reasoning(abstract)；chain-of-thought(abstract)；CoT(abstract)

Comments NeurIPS 2025. Project: https://github.com/Gen-Verse/MMaDA

2509.21086 2025-09-26 cs.CV 67%

UniTransfer: Video Concept Transfer via Progressive Spatial and Timestep Decomposition

Guojun Lei, Rong Zhang, Chi Wang, Tianhang Liu, Hong Li, Zhiyuan Ma, Weiwei Xu

机构 * State Key Lab of CAD&CG, Zhejiang University（浙江大学计算机辅助设计与图形学国家重点实验室）； Tsinghua University（清华大学）； Zhejiang Gongshang University（浙江工商大学）； Beihang University（北航大学）

专题命中复杂问题求解：reasoning(abstract)；chain-of-thought(abstract)

Comments NeuriIPS 2025

2509.21287 2025-09-26 cs.CL cs.AI 62%

DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding

Kin Ian Lo, Hala Hawashin, Mina Abbaszadeh, Tilen Limback-Stokin, Hadi Wazni, Mehrnoosh Sadrzadeh

机构 * University College London（伦敦大学学院）

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL、cs.AI

2508.04495 2025-09-26 cs.LG cs.CL 62%

Causal Reflection with Language Models

Abi Aryan, Zac Liu

机构 * Abide AI

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL、cs.LG

2509.15362 2025-09-26 cs.CL cs.SD eess.AS 57%

Speech Language Models for Under-Represented Languages: Insights from Wolof

Yaya Sy, Dioula Doucouré, Christophe Cerisara, Irina Illina

机构 * LORIA, CNRS, Nancy, France Soynade Research（LORIA、CNRS、法国南锡 Soynade研究）

专题命中复杂问题求解：chain-of-thought(abstract)；分类 cs.CL