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Academic · 약 1분

FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing

arXiv:2603.02702v1 Announce Type: new Abstract: The financial domain involves a variety of important time-series problems. Recently, time-series analysis methods that jointly leverage textual and numerical …

Jaehoon Lee, Suhwan Park, Tae Yoon Lim, Seunghan Lee, Jun Seo, Dongwan Kang, Hwanil Choi, Minjae Kim, Sungdong Yoo, SoonYoung Lee, Yongjae Lee, Wonbin Ahn

조회수 25회 03.07

Academic · 약 1분

A Natural Language Agentic Approach to Study Affective Polarization

arXiv:2603.02711v1 Announce Type: new Abstract: Affective polarization has been central to political and social studies, with growing focus on social media, where partisan divisions are …

Stephanie Anneris Malvicini, Ewelina Gajewska, Arda Derbent, Katarzyna Budzynska, Jaros{\l}aw A. Chudziak, Maria Vanina Martinez

조회수 47회 03.07

Academic · 약 1분

EvoSkill: Automated Skill Discovery for Multi-Agent Systems

arXiv:2603.02766v1 Announce Type: new Abstract: Coding agents are increasingly used as general-purpose problem solvers, but their flexibility does not by itself confer the domain expertise …

Salaheddin Alzubi, Noah Provenzano, Jaydon Bingham, Weiyuan Chen, Tu Vu

조회수 23회 03.07

Academic · 약 1분

Rethinking Code Similarity for Automated Algorithm Design with LLMs

arXiv:2603.02787v1 Announce Type: new Abstract: The rise of Large Language Model-based Automated Algorithm Design (LLM-AAD) has transformed algorithm development by autonomously generating code implementations of …

Rui Zhang, Zhichao Lu

조회수 38회 03.07

Academic · 약 1분

Agentified Assessment of Logical Reasoning Agents

arXiv:2603.02788v1 Announce Type: new Abstract: We present a framework for evaluating and benchmarking logical reasoning agents when assessment itself must be reproducible, auditable, and robust …

Zhiyu Ni, Yifeng Xiao, Zheng Liang

조회수 36회 03.07

Academic · 약 1분

Guideline-Grounded Evidence Accumulation for High-Stakes Agent Verification

arXiv:2603.02798v1 Announce Type: new Abstract: As LLM-powered agents have been used for high-stakes decision-making, such as clinical diagnosis, it becomes critical to develop reliable verification …

Yichi Zhang, Nabeel Seedat, Yinpeng Dong, Peng Cui, Jun Zhu, Mihaela van de Schaar

조회수 21회 03.07

Academic · 약 1분

LLM-based Argument Mining meets Argumentation and Description Logics: a Unified Framework for Reasoning about Debates

arXiv:2603.02858v1 Announce Type: new Abstract: Large Language Models (LLMs) achieve strong performance in analyzing and generating text, yet they struggle with explicit, transparent, and verifiable …

Gianvincenzo Alfano, Sergio Greco, Lucio La Cava, Stefano Francesco Monea, Irina Trubitsyna

조회수 35회 03.07

Academic · 약 1분

Retrievit: In-context Retrieval Capabilities of Transformers, State Space Models, and Hybrid Architectures

arXiv:2603.02874v1 Announce Type: new Abstract: Transformers excel at in-context retrieval but suffer from quadratic complexity with sequence length, while State Space Models (SSMs) offer efficient …

Georgios Pantazopoulos, Malvina Nikandrou, Ioannis Konstas, Alessandro Suglia

조회수 32회 03.07

Academic · 약 1분

SAE as a Crystal Ball: Interpretable Features Predict Cross-domain Transferability of LLMs without Training

arXiv:2603.02908v1 Announce Type: new Abstract: In recent years, pre-trained large language models have achieved remarkable success across diverse tasks. Besides the pivotal role of self-supervised …

Qi Zhang, Yifei Wang, Xiaohan Wang, Jiajun Chai, Guojun Yin, Wei Lin, Yisen Wang

조회수 30회 03.07

Academic · 약 1분

ShipTraj-R1: Reinforcing Ship Trajectory Prediction in Large Language Models via Group Relative Policy Optimization

arXiv:2603.02939v1 Announce Type: new Abstract: Recent advancements in reinforcement fine-tuning have significantly improved the reasoning ability of large language models (LLMs). In particular, methods such …

Yang Zhan, Yunhao Li, Zhang Chao, Yuxu Lu, Yan Li

조회수 33회 03.07

Academic · 약 1분

Architecting Trust in Artificial Epistemic Agents

arXiv:2603.02960v1 Announce Type: new Abstract: Large language models increasingly function as epistemic agents -- entities that can 1) autonomously pursue epistemic goals and 2) actively …

Nahema Marchal, Stephanie Chan, Matija Franklin, Manon Revel, Geoff Keeling, Roberta Fischli, Bilva Chandra, Iason Gabriel

조회수 35회 03.07

Academic · 약 1분

SpatialText: A Pure-Text Cognitive Benchmark for Spatial Understanding in Large Language Models

arXiv:2603.03002v1 Announce Type: new Abstract: Genuine spatial reasoning relies on the capacity to construct and manipulate coherent internal spatial representations, often conceptualized as mental models, …

Peiyao Jiang, Zequn Qin, Xi Li

조회수 37회 03.07

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