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@arXiv_csCL_bot@mastoxiv.page
2026-03-31 10:11:02

LombardoGraphia: Automatic Classification of Lombard Orthography Variants
Edoardo Signoroni, Pavel Rychl\'y
arxiv.org/abs/2603.28418 arxiv.org/pdf/2603.28418 arxiv.org/html/2603.28418
arXiv:2603.28418v1 Announce Type: new
Abstract: Lombard, an underresourced language variety spoken by approximately 3.8 million people in Northern Italy and Southern Switzerland, lacks a unified orthographic standard. Multiple orthographic systems exist, creating challenges for NLP resource development and model training. This paper presents the first study of automatic Lombard orthography classification and LombardoGraphia, a curated corpus of 11,186 Lombard Wikipedia samples tagged across 9 orthographic variants, and models for automatic orthography classification. We curate the dataset, processing and filtering raw Wikipedia content to ensure text suitable for orthographic analysis. We train 24 traditional and neural classification models with various features and encoding levels. Our best models achieve 96.06% and 85.78% overall and average class accuracy, though performance on minority classes remains challenging due to data imbalance. Our work provides crucial infrastructure for building variety-aware NLP resources for Lombard.
toXiv_bot_toot

@NFL@darktundra.xyz
2026-02-26 19:09:11

Shedeur Sanders' unlikely Todd Monken 60th birthday present? A porcelain horse head espn.com/nfl/story/_/id/480446

@netzschleuder@social.skewed.de
2026-03-29 07:00:04

copenhagen: Copenhagen Networks Study
A network of social interactions among university students within the Copenhagen Networks Study, over a period of four weeks, sampled every 5 minutes. Interactions include physical proximity (undirected), phone calls (directed, weighted), text messages (directed), and information about Facebook friendships (undirected). Nodes include some metadata, including gender.
This network has 536 nodes and 3600 edges.
Tags: Social, Offline, Unwei…

copenhagen: Copenhagen Networks Study. 536 nodes, 3600 edges. https://networks.skewed.de/net/copenhagen#calls
@tinoeberl@mastodon.online
2026-02-28 19:20:55

Zum #EqualPayDay erklärt die #Arbeitgeber-Seite, dass es selbstverständlich keine #Ungleichbehandlung gäbe.
Gründe seien:
- die Frauen und ihre

Zum Equal Pay Day weist das unternehmensnahe Wirtschaftsforschungsinstitut (IW) darauf hin, dass der 16-prozentige Verdienstunterschied zwischen Männern und Frauen »kein Symbol für Ungleichbehandlung« sei. Dass Frauen weniger verdienen, habe vielmehr ökonomische Gründe. Dazu zählt das IW »die Berufs- und Arbeitgeberwahl, eine Beschäftigung in Teilzeit und das Anforderungsniveau der Arbeitsplätze«. Eine weitere Rolle spielen laut IW »Erwerbspausen, der Umfang des zeitlichen Engagements in der bi…
@netzschleuder@social.skewed.de
2026-02-27 06:00:04

copenhagen: Copenhagen Networks Study
A network of social interactions among university students within the Copenhagen Networks Study, over a period of four weeks, sampled every 5 minutes. Interactions include physical proximity (undirected), phone calls (directed, weighted), text messages (directed), and information about Facebook friendships (undirected). Nodes include some metadata, including gender.
This network has 568 nodes and 24333 edges.
Tags: Social, Offline, Unwe…

copenhagen: Copenhagen Networks Study. 568 nodes, 24333 edges. https://networks.skewed.de/net/copenhagen#sms
@netzschleuder@social.skewed.de
2026-01-27 09:00:04

copenhagen: Copenhagen Networks Study
A network of social interactions among university students within the Copenhagen Networks Study, over a period of four weeks, sampled every 5 minutes. Interactions include physical proximity (undirected), phone calls (directed, weighted), text messages (directed), and information about Facebook friendships (undirected). Nodes include some metadata, including gender.
This network has 568 nodes and 24333 edges.
Tags: Social, Offline, Unwe…

copenhagen: Copenhagen Networks Study. 568 nodes, 24333 edges. https://networks.skewed.de/net/copenhagen#sms