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small language model

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#small language model Open access Oct 2026

Auditing a Frozen Neural Goodness-of-Fit Test for Logistic Regression: Validity, Certified Consistency and Local Power of DeepGOF-1

Reproducibility archive (version 2.3) for the paper Auditing a Frozen Neural Goodness-of-Fit Test for Logistic Regression: Validity, Certified Consistency and Local Power of DeepGOF-1. Version 1.0.0 of the DeepGOF-1 archive is 10.5281/zenodo.22113220. DeepGOF-1 is a goodness-of-fit test for logistic regression whose st...

Ebrahim Khaled · 0 citations
#small language model Open access Oct 2026

A Common Language for Reviewing Knowledge in the AI Era

This perspective essay examines how humans can critically review scientific and technical knowledge generated or synthesized by AI when the relevant information increasingly crosses conventional disciplinary boundaries. It proposes structural mathematical literacy as one of the most reusable cross-disciplinary language...

Wook Kang · 0 citations
#small language model Dataset Open access Oct 2026

product-match-qwen3-0.6b-mlx: a pairwise product-match checker (LoRA on Qwen3-0.6B, MLX)

product-match-qwen3-0.6b-mlx A small pairwise checker: two product listings go in, and the answer is the word yes or no. It was made by fine-tuning Qwen3-0.6B (4-bit, MLX) with LoRA, and the adapter is fused into the weights in this record. Who asked: the request thread at https://discuss.huggingface.co/t/178475 Run it...

mycelium · 0 citations
#small language model Open access Oct 2026

Sakura: An Approach for Generating Complex Tests from Natural Language Test Descriptions

Testing is a core activity in software development, and research on its automation has spanned several decades. Most existing approaches focus on generating unit tests for individual methods, validating isolated API endpoints, or targeting user interface (UI) layers. However, for non-API and non-UI tests, automated tes...

Tyler Stennett, Rangeet Pan, Bridget McGinn et al. · 0 citations
#small language model Open access Oct 2026

The Aesthetics of subtitling practice. A case study of The Secret Life of Walter Mitty for Chinese audiences

Current research on creative subtitling has been largely developed within Western audiovisual translation contexts, particularly through the work of Rebecca McClarty, with limited attention paid to how creative subtitling might function within non-Western spectatorship cultures and writing systems. Meanwhile, Chinese a...

Tianyang Sun · 0 citations
#small language model Open access Oct 2026

Atropos: Improving Cost-Benefit Trade-Off of LLM-Based Agents under Self-Consistency with Early Termination and Model Hotswap

Open-weight Small Language Models(SLMs) can provide faster local inference at lower financial cost, but may not achieve the same performance level as commercial Large Language Models (LLMs) that are orders of magnitudes larger. Consequently, many of the latest applications of LLMs, such as software engineering agents,...

Naryeong Kim, Shin Yoo · 0 citations
#small language model Open access Oct 2026

XSearch: Explainable Code Search via Concept-to-Code Alignment

With the emergence of deep learning, semantic code search has been widely adopted in both academia and industry. These approaches embed natural-language queries and code snippets into a shared embedding space and retrieve results based on vector similarity. Despite their strong performance on benchmark datasets, they o...

Yiming Liu, Ruofan Liu, Yun Lin et al. · 1 citation
#small language model Open access Oct 2026

Renewal structure and critical dimension of causal set d'Alembertians

Plain-language summary Causal set theory models spacetime as a discrete collection of events ordered by cause and effect. On such a set, the wave operator, the basic rule for how a field propagates, has to be built from counts of events in the past. These constructions are nonlocal: the value at one event depends on ev...

Shigeo Kaneko · 0 citations
#small language model Open access Oct 2026

Renewal structure and critical dimension of causal set d'Alembertians

Plain-language summary Causal set theory models spacetime as a discrete collection of events ordered by cause and effect. On such a set, the wave operator, the basic rule for how a field propagates, has to be built from counts of events in the past. These constructions are nonlocal: the value at one event depends on ev...

Shigeo Kaneko · 0 citations
#federated learning Open access Oct 2026

Reducing Clinician Annotation Fatigue in Open-Set Federated Learning: A Client-Adaptive Vision-Language Gatekeeper.

PURPOSE Federated learning enables breast-imaging sites to jointly train mammography artificial intelligence (AI) without sharing images, but radiologists at each site must still annotate selected images during active-learning rounds. We developed and evaluated a client-adaptive vision-language gatekeeper that withhold...

Adea Nesturi, D. Gaviria, Jia-Jun Zeng et al. · 0 citations
#large language models Open access Oct 2026

Integrating online cooperative learning into the English as a foreign language writing curriculum: a modelling trial

Online learning has been reported to be increasingly used within Chinese higher education. The rapid expansion has created a problem that it’s difficult to carry out real-time learner interaction among a great number of students. The pure online instruction made the existing problems in university EFL teaching even wor...

Ying Liu · 0 citations
#large language models Open access Oct 2026

Contamination Means Overestimation? A Fine-Grained Empirical Study in Code Intelligence

In recent years, code intelligence has gained increasing importance in the field of automated software engineering. Meanwhile, the widespread adoption of Pretrained Language Models (PLMs) and Large Language Models (LLMs) has raised concerns regarding data contamination and its potential impact on model performance eval...

Zhen Chuan Yang, Hongyi Lin, Yifan He et al. · 0 citations

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