Lightweight Semantic Span Retrieval for Outcome-Oriented Expectation Analysis: Two Systems for HOPE-EXP 2026 at IberLEF 2026
Ismael Jacinto Dias Meque, Sara Barahouei Nouri, A. Abadian et al.
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AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Open access
Aug 2026
Cognitive-linguocultural model of the conceptual opposition MIND / HEART in contemporary poetic discourse
The purpose of the study is to develop a cognitive-linguocultural model of the members of the semantic binary complex MIND / HEART based on an analysis of the linguistic exponents representing these two concepts in contemporary Russian poetry (using data from the Poetic Corpus of the Russian National Corpus). The resul...
O. Kolesnikova, Qiang Zhang
· Philology. Theory & Prac... · 0 citations
Multilingual Social Support Detection Using Transformer-Based Sentence Embeddings and Hierarchical Classification at IberLEF 2026
Sara Barahouei Nouri, A. Abadian, Ismael Jacinto Dias Meque et al.
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Preprint
Aug 2026
Multiclass Sentiment Analysis for Identifying Political Viewpoints
This work designs and evaluates two machine-learning approaches based on XGBoost and BERT to automatically discriminate multiple sentiment classes over political issues and figures, and demonstrates the challenge of classifying complex and contextualized political discourse sentiment.
G. Bade, O. Kolesnikova, J. Oropeza et al.
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