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arabic task resource audio speech tasks ads cs sd llms

Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic AudioLLMs

Hunzalah Hassan Bhatti, Firoj Alam, Shammur Absar Chowdhury

cs.SD 解读时间：07-02

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标题	arXiv	发布时间	状态
UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City Tianjie Ju, Zheng Wu, Yueqing Sun, Yuhan Cui, Bobo Li, Shengqiong Wu, Pengzhou Cheng, Haodong Zhao, Zongru Wu, Xinbei Ma, Doris Zhang, Kunling Li, Mong-Li Lee, Wynne Hsu, Hao Fei, Qi Gu, Gongshen Liu, Zhuosheng Zhang cs.CV cs.CV	2608.27456v1	2026-08-27 17:59:33	待赞助
CritICL: Inference-Time Weak-to-Strong Generalization from Small Language Model Failure Modes Yufan Wu, Yinghui He, Zhengyi Hu, Lang Wei, Ruichen Li, Qifan Yang, Ting Zhu cs.CL cs.CL	2608.27455v1	2026-08-27 17:59:30	待赞助
From Static to Dynamic: Benchmarking Real-World Code Review with MCR-Bench Dewu Zheng, Yanlin Wang, Xiwen Wang, Kefeng Duan, Hongyu Zhang, Xilin Liu, Yuchi Ma, Zibin Zheng cs.SE cs.SE cs.AI cs.CL	2608.27442v1	2026-08-27 17:56:24	待赞助
RedEvoAgent: Automatic Red-Teaming Agent with Experience-Driven Skill Evolution Junjie Zhang, Hui Liu, Kecheng Chen, Xianbo Mo, Changsheng Chen, Haoliang Li cs.CR cs.CR cs.AI	2608.27439v1	2026-08-27 17:55:33	待赞助
Persona-Execution Separation: An Architecture Pattern for Evolving LLM Agents under Execution Audit Yisen Xi cs.SE cs.SE cs.AI	2608.27427v1	2026-08-27 17:50:07	待赞助
Boosting LLM Exploration via Weak-Model Guidance in RLVR Xingyu Shen, Huishuai Zhang, Peng Li, Yinchun Wang, Dongyan Zhao cs.CL cs.CL	2608.27420v1	2026-08-27 17:45:50	待赞助
Retrieval Heads Meet Vision: Uncovering How VLMs Locate and Extract Visual Information Chanho Park, Daehyeon Choi, Jihyun Lee, Minhyuk Sung cs.CV cs.CV	2608.27417v1	2026-08-27 17:43:58	待赞助
Scaling Graph Neural Networks for Friend Recommendation: Multi-Hash User Embeddings and Temporal Neighbor Sampling Maksim Utushkin, Andrei Ovsiannikov, Alexander D'yakonov cs.IR cs.IR cs.LG cs.SI	2608.27413v1	2026-08-27 17:41:33	待赞助
How Language Models Organize and Structure Moral Knowledge Orion Reblitz-Richardson cs.CL cs.CL cs.AI cs.LG	2608.27402v1	2026-08-27 17:30:30	待赞助
Making Clinical Language Models Auditable: Concept-Guided Fine-Tuning for Robust Prediction Jin Mu, Guanhua Chen cs.CL cs.CL cs.AI	2608.27397v1	2026-08-27 17:28:35	待赞助
RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature Maayan Sharon, Tom Hope cs.CL cs.CL cs.IR	2608.27394v1	2026-08-27 17:24:58	待赞助
CorporateBench: Large-Scale Q&A Benchmarking with Temporal Knowledge Bases Sil Hamilton, Albert Yu Sun, Oscar J. Romero, Carl-Leander Henneking, David Mimno, Bishan Yang, Igor Labutov cs.AI cs.AI cs.CL cs.IR	2608.27391v1	2026-08-27 17:23:04	待赞助
Puro-2B: Poor Lab's Qwen2-1.5B Trained on RTX 5090 within $5090 Kairong Luo, Jiarui Cui, Yaorui Yin, Shengqi Chen, Yiming Yang, Linxiang Gao, Yanmohan Wang, Mingzhe Zhang, Kaiyue Wen, Kaifeng Lyu, Wenguang Chen cs.CL cs.CL cs.LG	2608.27370v1	2026-08-27 17:07:12	待赞助
Sophistication in GenAI Use: Field Evidence from a Large Firm Nicholas J. Hallman, Zachary T. Kowaleski, Anu Puvvada, Jaime J. Schmidt cs.AI cs.AI econ.GN	2608.27364v1	2026-08-27 17:03:10	待赞助
Temperature dependence of the charge density from first principles: application to the (222) forbidden reflection in silicon Jean Paul Nery, Raveena Gupta, Olle Hellman, Philip B. Allen, Matthieu J. Verstraete cond-mat.mtrl-sci cond-mat.mtrl-sci physics.comp-ph	2608.27361v1	2026-08-27 17:01:53	待赞助
Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO Yunpeng Ba, Zhi Zheng, Yue Xie, Jiaqing Li, Xialiang Tong, Tao Zhong, Mingxuan Yuan, Zhichao Lu, Xuyang Wu, Zhenkun Wang cs.LG cs.LG	2608.27351v1	2026-08-27 16:48:39	待赞助
INTENT-AS-A-TOOL Makes it Easy to Track Agentic Misalignment Yutong Zhang, Jianshuo Dong, Peng Xu, Long Wang, Jie Zhang, Tianwei Zhang, Xiaoping Zhang, Han Qiu cs.CL cs.CL	2608.27348v1	2026-08-27 16:47:19	待赞助
Pair-Level Essay-Scale Republication and Reuse from Fragmented Historical Text Reuse: A Workflow Study on Eighteenth-Century Books and Newspapers Ke Shu, Kira Hinderks, Eetu Mäkelä, Mikko Tolonen cs.CL cs.CL	2608.27343v1	2026-08-27 16:43:27	待赞助
One Model, Many Minds: Unlocking Multi-Agent Synergy in a Single Agent via Mixture of Roles Zhichen Zeng, Huiyuan Chen, Jingru Cheng, Juan Zha, Ming Liu, Ying Chen, Xiyuan Yang, Chaosheng Dong, Haiyang Zhang, Hanghang Tong cs.MA cs.MA	2608.27338v1	2026-08-27 16:40:28	待赞助
A Finite Sample Analysis for Quantile Temporal Difference Learning in Distributional Reinforcement Learning Zijie Cheng, Xiang Li, Yang Peng, Zhihua Zhang stat.ML stat.ML cs.LG	2608.27313v1	2026-08-27 16:16:09	待赞助