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Kannada is a South-Indian Dravidian language that has quite a complex vocabulary and grammar. This urges researchers in the NLP domain to broaden the research horizons for these low-resourced languages in the hopes of developing revolutionary tools in these languages to enable the speakers of this...
Analysis of fine-tuned models indicates the preference of multi-task learning over single task learning resulting in a higher weighted F1 score on all three languages. We apply two multi-task learning approaches to three Dravidian languages, Kannada, Malayalam, and Tamil. Maximum scores on Kannada...
Kannada: Kannada also employs double consonants, such as “ತ್ತ” (tta) in words like “ಮತ್ತು” (mattu, and) or “ಹತ್ತು” (ten). Tamil: In Tamil, double consonants are evident in words like “பத்து” (ten) and “க்ஷமி”...
Talking of funny translations, here in Maharashtra where I stay, the word "Kundi" means (in marathi) a pot for plants ... however it means something else in Kannada (Ask Devesh!)... and my friends would tease me - What do u want to put in your "Kundi"? Devesh H Rao Ranch Ha...
The challenge of dealing with memes is that they are region-specific and their meaning is often obscured in humour or sarcasm. A meme is a form of media that spreads an idea or emotion across the internet. The multi modal nature of memes, postings of hateful memes or related events like ...
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Consequently, building deep learning models for Few-Shot Learning (FSL) in the HCR has become a challenge for researchers. The precise meaning of FSL is the cases in which only a few training samples are available to build a model6,7. It is considered a simulation for the human brain’s...
Multilingual text embeddings can identify meaning in different languages How is a piece of text converted into a vector? There are multiple techniques to convert a sentence into a vector. One popular method is using word embeddings algorithms, such as Word2Vec, GloVe, or FastText, and then aggr...
South In-dian languages are certainly no exception: from the library catalogues we know of versions of the Nāmaliṅgānuśāsana accompanied by annotations – rather than full-fledged commentaries – in Kannada, Telugu, Malayalam, and Tamil. Hereaf-ter, I will focus on the latter category,...