Academic

Academic

Academic · 약 1분

Markovian Generation Chains in Large Language Models

arXiv:2603.11228v1 Announce Type: new Abstract: The widespread use of large language models (LLMs) raises an important question: how do texts evolve when they are repeatedly …

Mingmeng Geng, Amr Mohamed, Guokan Shang, Michalis Vazirgiannis, Thierry Poibeau
조회수 46회
Academic · 약 1분

MDER-DR: Multi-Hop Question Answering with Entity-Centric Summaries

arXiv:2603.11223v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) over Knowledge Graphs (KGs) suffers from the fact that indexing approaches may lose important contextual nuance when …

Riccardo Campi, Nicol\`o Oreste Pinciroli Vago, Mathyas Giudici, Marco Brambilla, Piero Fraternali
조회수 83회
Academic · 약 1분

GPT4o-Receipt: A Dataset and Human Study for AI-Generated Document Forensics

arXiv:2603.11442v1 Announce Type: new Abstract: Can humans detect AI-generated financial documents better than machines? We present GPT4o-Receipt, a benchmark of 1,235 receipt images pairing GPT-4o-generated …

Yan Zhang, Simiao Ren, Ankit Raj, En Wei, Dennis Ng, Alex Shen, Jiayue Xu, Yuxin Zhang, Evelyn Marotta
조회수 49회
Academic · 약 1분

DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use

arXiv:2603.11076v1 Announce Type: new Abstract: Recent work synthesizes agentic tasks for post-training tool-using LLMs, yet robust generalization under shifts in tasks and toolsets remains an …

Aili Chen, Chi Zhang, Junteng Liu, Jiangjie Chen, Chengyu Du, Yunji Li, Ming Zhong, Qin Wang, Zhengmao Zhu, Jiayuan Song, Ke Ji, Junxian He, Pengyu Zhao, Yanghua Xiao
조회수 78회