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Tamas Orosz

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Open access Sep 2026

SentiMatrix: Parameter-Efficient Fine-Tuning of Encoder-Based Transformers for Multidimensional Sentiment Analysis

Transformer-based architectures have established state-of-the-art benchmarks across Natural Language Processing (NLP) tasks; however, the computational overhead of full fine-tuning remains a significant barrier to scalable deployment. This paper presents SentiMatrix, a systematic evaluation of Low-Rank Adaptation (LoRA...

Md. Easin Arafat, Muhammad Usman Akmal, Ali S. Abosinnee et al. · 0 citations
Open access Aug 2026

Automated Classification of SAP Literature: Predicting Impact and Trends

A machine learning powered pipeline for collecting, pre-processing, and classifying SAP-related research articles retrieved from Semantic Scholar provides an automated framework for literature analysis in the SAP context, enabling researchers and practitioners to identify high-impact studies and support the identificat...

Kawkab Bouressace, Tamas Orosz · 0 citations

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