small language model

Tokenizer Impact on Multilingual to Portuguese Transfer in ModernBERT-Based Models

PTIT-CourseQA: A Vietnamese University Course-Material QA Benchmark, Annotations and KG-RAG Evaluation Outputs

PTIT-CourseQA is a Vietnamese question-answering benchmark over 11 university textbooks of the Posts and Telecommunications Institute of Technology (PTIT) in four fields (information security, information technology, electronics, marketing). It contains 1,000 test and 200 development questions of four types (single-hop...

Named Entity Recognition Across Datasets and Domains: Resources and Models for Galician

Automatic named entity recognition (NER) is essential for many natural language processing applications, particularly in low-resource languages and those with corpora restricted to a single domain, where the lack of diverse data may hinder cross-domain generalisation. In this context, we attempt to contribute to the...

How Technological Innovation Restructures Cultural Space

What this is. The film-level data behind the article How Technological Innovation Restructures Cultural Space: Digital Effects, Narrative Convergence, and the Concentration of Economic and Symbolic Capital in American Film, 1980–2024 (Poetics). It covers 7,868 U.S. films with production-technology records: VFX technolo...

Benchmark Validity in Financial Language-Model Evaluation

Benchmark results are increasingly used to compare language models for financial decision-support tasks, but such comparisons can confound domain learning with compliance with task-specific output contracts. This study examines that measurement problem using FinVector-Market-4B, a LoRA adaptation of Qwen3.5-4B for stru...

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...

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...

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...

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...

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...

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,...

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...