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Academic · 약 1분

Graph-GRPO: Stabilizing Multi-Agent Topology Learning via Group Relative Policy Optimization

arXiv:2603.02701v1 Announce Type: new Abstract: Optimizing communication topology is fundamental to the efficiency and effectiveness of Large Language Model (LLM)-based Multi-Agent Systems (MAS). While recent …

Yueyang Cang, Xiaoteng Zhang, Erlu Zhao, Zehua Ji, Yuhang Liu, Yuchen He, Zhiyuan Ning, Chen Yijun, Wenge Que, Li Shi

조회수 293회 03.05

Academic · 약 1분

Sensory-Aware Sequential Recommendation via Review-Distilled Representations

arXiv:2603.02709v1 Announce Type: new Abstract: We propose a novel framework for sensory-aware sequential recommendation that enriches item representations with linguistically extracted sensory attributes from product …

Yeo Chan Yoon

조회수 46회 03.05

Academic · 약 1분

Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration

arXiv:2603.02760v1 Announce Type: new Abstract: Diffusion large language models (dLLMs) have recently attracted significant attention for their ability to enhance diversity, controllability, and parallelism. However, …

Linhao Zhong, Linyu Wu, Wen Wang, Yuling Xi, Chenchen Jing, Jiaheng Zhang, Hao Chen, Chunhua Shen

조회수 109회 03.05

Academic · 약 1분

From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench

arXiv:2603.02775v1 Announce Type: new Abstract: Large Language Models (LLMs) show significant potential in AI mathematical tutoring, yet current evaluations often rely on simplistic metrics or …

Weikang Shi, Houxing Ren, Junting Pan, Aojun Zhou, Ke Wang, Zimu Lu, Yunqiao Yang, Yuxuan Hu, Linda Wei, Mingjie Zhan, Hongsheng Li

조회수 44회 03.05

Academic · 약 1분

OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets

arXiv:2603.02789v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) enhance the potential of natural language processing. However, their actual impact on document information extraction …

Jiyuan Shen, Peiyue Yuan, Atin Ghosh, Yifan Mai, Daniel Dahlmeier

조회수 50회 03.05

Academic · 약 1분

Faster, Cheaper, More Accurate: Specialised Knowledge Tracing Models Outperform LLMs

arXiv:2603.02830v1 Announce Type: new Abstract: Predicting future student responses to questions is particularly valuable for educational learning platforms where it enables effective interventions. One of …

Prarthana Bhattacharyya, Joshua Mitton, Ralph Abboud, Simon Woodhead

조회수 44회 03.05

Academic · 약 1분

A Browser-based Open Source Assistant for Multimodal Content Verification

arXiv:2603.02842v1 Announce Type: new Abstract: Disinformation and false content produced by generative AI pose a significant challenge for journalists and fact-checkers who must rapidly verify …

Rosanna Milner, Michael Foster, Olesya Razuvayevskaya, Ian Roberts, Valentin Porcellini, Denis Teyssou, Kalina Bontcheva

조회수 65회 03.05

Academic · 약 1분

The Distribution of Phoneme Frequencies across the World's Languages: Macroscopic and Microscopic Information-Theoretic Models

arXiv:2603.02860v1 Announce Type: new Abstract: We demonstrate that the frequency distribution of phonemes across languages can be explained at both macroscopic and microscopic levels. Macroscopically, …

Ferm\'in Moscoso del Prado Mart\'in, Suchir Salhan

조회수 63회 03.05

Academic · 약 1분

Nodes Are Early, Edges Are Late: Probing Diagram Representations in Large Vision-Language Models

arXiv:2603.02865v1 Announce Type: new Abstract: Large vision-language models (LVLMs) demonstrate strong performance on diagram understanding benchmarks, yet they still struggle with understanding relationships between elements, …

Haruto Yoshida, Keito Kudo, Yoichi Aoki, Ryota Tanaka, Itsumi Saito, Keisuke Sakaguchi, Kentaro Inui

조회수 24회 03.05

Academic · 약 1분

LaTeX Compilation: Challenges in the Era of LLMs

arXiv:2603.02873v1 Announce Type: new Abstract: As large language models (LLMs) increasingly assist scientific writing, limitations and the significant token cost of TeX become more and …

Tianyou Liu, Ziqiang Li, Yansong Li, Xurui Liu

조회수 18회 03.05

Academic · 약 1분

Eval4Sim: An Evaluation Framework for Persona Simulation

arXiv:2603.02876v1 Announce Type: new Abstract: Large Language Model (LLM) personas with explicit specifications of attributes, background, and behavioural tendencies are increasingly used to simulate human …

Eliseo Bao, Anxo Perez, Xi Wang, Javier Parapar

조회수 23회 03.05

Academic · 약 1분

Learning to Generate and Extract: A Multi-Agent Collaboration Framework For Zero-shot Document-level Event Arguments Extraction

arXiv:2603.02909v1 Announce Type: new Abstract: Document-level event argument extraction (DEAE) is essential for knowledge acquisition, aiming to extract participants of events from documents.In the zero-shot …

Guangjun Zhang, Hu Zhang, Yazhou Han, Yue Fan, Yuhang Shao, Ru Li, Hongye Tan

조회수 20회 03.05

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