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Academic · 약 1분

PVminerLLM: Structured Extraction of Patient Voice from Patient-Generated Text using Large Language Models

arXiv:2603.05776v1 Announce Type: new Abstract: Motivation: Patient-generated text contains critical information about patients' lived experiences, social circumstances, and engagement in care, including factors that strongly …

Samah Fodeh, Linhai Ma, Ganesh Puthiaraju, Srivani Talakokkul, Afshan Khan, Ashley Hagaman, Sarah Lowe, Aimee Roundtree

조회수 39회 03.09

Academic · 약 1분

Tutor Move Taxonomy: A Theory-Aligned Framework for Analyzing Instructional Moves in Tutoring

arXiv:2603.05778v1 Announce Type: new Abstract: Understanding what makes tutoring effective requires methods for systematically analyzing tutors' instructional actions during learning interactions. This paper presents a …

Zhuqian Zhou, Kirk Vanacore, Tamisha Thompson, Jennifer St John, Rene Kizilcec

조회수 59회 03.09

Academic · 약 1분

RouteGoT: Node-Adaptive Routing for Cost-Efficient Graph of Thoughts Reasoning

arXiv:2603.05818v1 Announce Type: new Abstract: Large Language Models (LLMs) excel at multi-step reasoning, yet increasing the structural complexity of inference does not consistently improve system-level …

Yuhang Liu, Ruijie Wang, Yunlong Chu, Bing Hao, Yumeng Lin, Shengzhong Liu, Minglai Shao

조회수 28회 03.09

Academic · 약 1분

HART: Data-Driven Hallucination Attribution and Evidence-Based Tracing for Large Language Models

arXiv:2603.05828v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated remarkable performance in text generation and knowledge-intensive question answering. Nevertheless, they are prone to …

Shize Liang, Hongzhi Wang

조회수 28회 03.09

Academic · 약 1분

ReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement …

arXiv:2603.05863v1 Announce Type: new Abstract: While Large Language Models (LLMs) have revolutionized code generation, standard "System 1" approaches, generating solutions in a single forward pass, …

Juyong Jiang, Jiasi Shen, Sunghun Kim, Kang Min Yoo, Jeonghoon Kim, Sungju Kim

조회수 48회 03.09

Academic · 약 1분

ROSE: Reordered SparseGPT for More Accurate One-Shot Large Language Models Pruning

arXiv:2603.05878v1 Announce Type: new Abstract: Pruning is widely recognized as an effective method for reducing the parameters of large language models (LLMs), potentially leading to …

Mingluo Su, Huan Wang

조회수 70회 03.09

Academic · 약 1분

Confidence Before Answering: A Paradigm Shift for Efficient LLM Uncertainty Estimation

arXiv:2603.05881v1 Announce Type: new Abstract: Reliable deployment of large language models (LLMs) requires accurate uncertainty estimation. Existing methods are predominantly answer-first, producing confidence only after …

Changcheng Li, Jiancan Wu, Hengheng Zhang, Zhengsu Chen, Guo An, Junxiang Qiu, Xiang Wang, Qi Tian

조회수 34회 03.09

Academic · 약 1분

VerChol -- Grammar-First Tokenization for Agglutinative Languages

arXiv:2603.05883v1 Announce Type: new Abstract: Tokenization is the foundational step in all large language model (LLM) pipelines, yet the dominant approach Byte Pair Encoding (BPE) …

Prabhu Raja

조회수 45회 03.09

Academic · 약 1분

Lost in Stories: Consistency Bugs in Long Story Generation by LLMs

arXiv:2603.05890v1 Announce Type: new Abstract: What happens when a storyteller forgets its own story? Large Language Models (LLMs) can now generate narratives spanning tens of …

Junjie Li, Xinrui Guo, Yuhao Wu, Roy Ka-Wei Lee, Hongzhi Li, Yutao Xie

조회수 43회 03.09

Academic · 약 1분

Building an Ensemble LLM Semantic Tagger for UN Security Council Resolutions

arXiv:2603.05895v1 Announce Type: new Abstract: This paper introduces a new methodology for using LLM-based systems for accurate and efficient semantic tagging of UN Security Council …

Hussein Ghaly

조회수 36회 03.09

Academic · 약 1분

InfoGatherer: Principled Information Seeking via Evidence Retrieval and Strategic Questioning

arXiv:2603.05909v1 Announce Type: new Abstract: LLMs are increasingly deployed in high-stakes domains such as medical triage and legal assistance, often as document-grounded QA systems in …

Maksym Taranukhin, Shuyue Stella Li, Evangelos Milios, Geoff Pleiss, Yulia Tsvetkov, Vered Shwartz

조회수 33회 03.09

Academic · 약 1분

Learning Next Action Predictors from Human-Computer Interaction

arXiv:2603.05923v1 Announce Type: new Abstract: Truly proactive AI systems must anticipate what we will do next. This foresight demands far richer information than the sparse …

Omar Shaikh, Valentin Teutschbein, Kanishk Gandhi, Yikun Chi, Nick Haber, Thomas Robinson, Nilam Ram, Byron Reeves, Sherry Yang, Michael S. Bernstein, Diyi Yang

조회수 45회 03.09

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