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Tag: cs.LG

inLoRA-MINT: Internal Representations for Auditing Training Data in Domain-adapted LLMs

inLoRA-MINT: Internal Representations for Auditing Training Data in Domain-adapted LLMs

October 14, 2026

[Submitted on 13 Oct 2026] View PDF HTML (experimental) Abstract:This work investigates the application of the Membership Inference Test (MINT)…

VH-GPO: Verified Handoff for LLM Agent Reinforcement Learning

VH-GPO: Verified Handoff for LLM Agent Reinforcement Learning

October 14, 2026

[Submitted on 27 Sep 2026] View PDF HTML (experimental) Abstract:Group-relative reinforcement learning methods such as GRPO train large language model…

End-to-End Spoken Grammatical Error Correction

End-to-End Spoken Grammatical Error Correction

October 14, 2026

[Submitted on 23 Jun 2025 (v1), last revised 13 Oct 2026 (this version, v2)] View PDF HTML (experimental) Abstract:Grammatical Error…

ErrOPD: When Does On-Policy Distillation Transfer Teacher Errors?

ErrOPD: When Does On-Policy Distillation Transfer Teacher Errors?

October 14, 2026

[Submitted on 9 May 2026 (v1), last revised 12 Oct 2026 (this version, v2)] View PDF HTML (experimental) Abstract:A distilled…

NavGPT-3: Harnessing Context in a Hierarchical Navigation Runtime

NavGPT-3: Harnessing Context in a Hierarchical Navigation Runtime

October 14, 2026

[Submitted on 7 Oct 2026 (v1), last revised 12 Oct 2026 (this version, v2)] Authors:Gengze Zhou, Yicong Hong, Jiazhao Zhang,…

Does System One Transfer? Calibrated Typed-Decision Models, Label Budgets, and Translation for Indonesian Regional Languages

Does System One Transfer? Calibrated Typed-Decision Models, Label Budgets, and Translation for Indonesian Regional Languages

October 14, 2026

[Submitted on 9 Oct 2026] View PDF Abstract:Calibrated typed-decision (“System One”) models return a label and a probability in a…

BigCell: Generating Gigapixel Whole-Slide Images

BigCell: Generating Gigapixel Whole-Slide Images

October 14, 2026

[Submitted on 9 Oct 2026] Authors:Srikar Yellapragada, Alexandros Graikos, Zilinghan Li, Kostas Triaridis, Tarak Nath Nandi, Ji Dong K Bai,…

MvFFN: Multi-view Floor plan Feed-forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction

MvFFN: Multi-view Floor plan Feed-forward Network for Unposed Wide-Baseline Panorama Layout Reconstruction

October 14, 2026

[Submitted on 9 Oct 2026 (v1), last revised 14 Oct 2026 (this version, v2)] View PDF HTML (experimental) Abstract:Reconstructing accurate…

Agentic Data Engineering for LLMs: System Design and a Controlled Empirical Study

Agentic Data Engineering for LLMs: System Design and a Controlled Empirical Study

October 14, 2026

[Submitted on 9 Oct 2026] View PDF HTML (experimental) Abstract:LLM data engineering requires iterative experimentation to determine how data selection,…

SanSi: A Looped Typed Decision Model for System 1.5 Thinking

SanSi: A Looped Typed Decision Model for System 1.5 Thinking

October 14, 2026

[Submitted on 6 Oct 2026 (v1), last revised 10 Oct 2026 (this version, v2)] View PDF HTML (experimental) Abstract:Typed decision…

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