RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs [PDF]
Large Language Models (LLMs) exhibit remarkable multilingual generalization despite being predominantly trained on English-centric corpora. A fundamental question arises: how do LLMs achieve such robust multilingual capabilities? We take the case of non-Roman script languages, we investigate the role of Romanization - the representation of non-Roman ...
arxiv
Sequence to Sequence Networks for Roman-Urdu to Urdu Transliteration [PDF]
Neural Machine Translation models have replaced the conventional phrase based statistical translation methods since the former takes a generic, scalable, data-driven approach rather than relying on manual, hand-crafted features. The neural machine translation system is based on one neural network that is composed of two parts, one that is responsible ...
arxiv
Abstract During 1925–26 and 1928, debates about birth control took place in the readers' column of North Star (Gwiazda Polarna), a US Polish language weekly. These discussions provide a rare insight into how ideas spread by the US birth control movement were received by an immigrant and ethnic working‐class Catholic community.
Sylwia Kuźma‐Markowska
wiley +1 more source
Splendour and misery of «Spanish» historiography in former Czechoslovaquia
The break-up of Czechoslovakia in 1992 highlighted the basic developmental trends that had existed within Czech and Slovak research of Spanish and Latin American history.
Peter SZÁRAZ
doaj
Association of internalised homonegativity with partner notification after diagnosis of syphilis or gonorrhoea among men having sex with men in 49 countries across four continents. [PDF]
Marcus U+7 more
europepmc +1 more source
Communication of Voice‐Related Complications in Thyroidectomy: A Qualitative Analysis
Abstract Objective This study aims to characterize patient–surgeon discussions of voice‐related complications during thyroidectomy for low‐risk thyroid cancer. Study Design A qualitative study. Setting Three academic medical centers. Methods Pre‐operative clinic visits between 14 surgeons (6 otolaryngologists and 8 endocrine surgeons) and 49 patients ...
Derek D. Kao+5 more
wiley +1 more source
Por unha metafraseografía peninsular [PDF]
A fraseografía aínda non conseguiu producir un número suficiente de obras que se correspondan co nivel das investigacións fraseolóxicas realizadas. Recentemente apareceron dous dicionarios fraseolóxicos que, a pesar dalgúns aspectos discutibles, teñen
Károly Morvay
doaj
Transmedia storytelling usage of neural networks from a Universal Design for Learning perspective: A systematic review. [PDF]
Meyerhofer-Parra R+1 more
europepmc +1 more source
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization [PDF]
This study addresses the challenge of extending Large Language Models (LLMs) to non-English languages that use non-Roman scripts. We propose an approach that utilizes the romanized form of text as an interface for LLMs, hypothesizing that its frequent informal use and shared tokens with English enhance cross-lingual alignment. Our approach involves the
arxiv
ABSTRACT Post‐disaster recovery highly depends on the strength of social capital within affected communities. It facilitates collective action, resource mobilisation, and collaboration among involved actors. This paper explores the collaborative efforts through social capital ties among the Sama‐Bajau community, local government, and non‐governmental ...
Gretchen L. Gonzaga, Arif Budy Pratama
wiley +1 more source