Finnish Native Language Identification

Dr. Livingstone, I presume? Polishing of foreign character identification in literary texts

Character identification is a key element for many narrative-related tasks. To implement it, the baseform of the name of the character (or lemma) needs to be identified, so different appearances of the same character in …

Using Morphemes from Agglutinative Languages like Quechua and Finnish to Aid in Low-Resource Translation

Finnish Dialect Identification: The Effect of Audio and Text

Finnish is a language with multiple dialects that not only differ from each other in terms of accent (pronunciation) but also in terms of morphological forms and lexical choice. We present the first approach to automatic…

Extracting Social Connections from Finnish Karelian Refugee Interviews Using LLMs

We performed a zero-shot information extraction study on a historical collection of 89,339 brief Finnish-language interviews of refugee families relocated post-WWII from Finnish Eastern Karelia. Our research objective is…

Tokenization Strategies for Low-Resource Agglutinative Languages in Word2Vec: Case Study on Turkish and Finnish

Tokenization plays a critical role in processing agglutinative languages, where a single word can encode multiple morphemes carrying syntactic and semantic information. This study evaluates the impact of various tokeniza…