Tag: cs.GL

#cs.GL

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Academic · 1 min

LPC-SM: Local Predictive Coding and Sparse Memory for Long-Context Language Modeling

arXiv:2604.03263v1 Announce Type: new Abstract: Most current long-context language models still rely on attention to handle both local interaction and long-range state, which leaves relatively …

Keqin Xie

18 views Apr 7

Academic · 1 min

Validation of a Small Language Model for DSM-5 Substance Category Classification in Child Welfare Records

arXiv:2603.06836v1 Announce Type: new Abstract: Background: Recent studies have demonstrated that large language models (LLMs) can perform binary classification tasks on child welfare narratives, detecting …

Brian E. Perron, Dragan Stoll, Bryan G. Victor, Zia Qia, Andreas Jud, Joseph P. Ryan

25 views Mar 10

Academic · 1 min

Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems

arXiv:2603.07779v1 Announce Type: new Abstract: Training next-generation code generation models requires high-quality datasets, yet existing datasets face difficulty imbalance, format inconsistency, and data quality problems. …

Zongqian Li, Tengchao Lv, Shaohan Huang, Yixuan Su, Qinzheng Sun, Qiufeng Yin, Ying Xin, Scarlett Li, Lei Cui, Nigel Collier, Furu Wei

26 views Mar 10

#cs.GL

LPC-SM: Local Predictive Coding and Sparse Memory for Long-Context Language Modeling

Validation of a Small Language Model for DSM-5 Substance Category Classification in Child Welfare Records

Scaling Data Difficulty: Improving Coding Models via Reinforcement Learning on Fresh and Challenging Problems

JCG, PC

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