Tag: text classification

A benchmark of 13 models on more than 47,000 English tweets found that TF-IDF-based Extra Trees led overall, while class-level ...

Deep inside the millions of electronic invoices that flow through Brazil's public health system every year, a quiet battle is ...

A validated large-scale audit of SEC advisory filings finds AI disclosed as a risk more often than as a capability, ...

A new open-source R workflow called SLR Suite integrates bibliometric analysis, dictionary-based TCCM coding, and reproducibility controls into a single ...

Researchers have built the first large-scale, psychiatrist-annotated Persian Twitter corpus for suicidal ideation and shown that machine-learning classifiers detect personal ...

A new study shows that lightweight transformer models can automatically classify the roles participants play in cyberbullying episodes, setting a ...

A new Riemannian framework called HyperSpectrum Geometry lets text classifiers bend the curvature of their semantic space, revealing that emotionally ...

The first dedicated scientometric map of quantum natural language processing reveals a fast-growing field dominated by classification tasks, with some ...

Researchers in India have built a retrieval-augmented framework that grounds a LLaMA-3-8B language model in ICD-11 and DSM-5 diagnostic criteria, ...

Researchers in India have built a custom fine-tuned BERT-based framework that outperforms classical machine learning, deep learning baselines, and GPT-3.5 ...