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Dataset . 2024
License: CC BY
Data sources: Datacite
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Mendeley Data
Dataset . 2024
License: CC BY
Data sources: Datacite
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WoLLaI Mal-Eng: Word Level Language Identification of Malayalam-English Code-Mixed Text

Authors: CP, AFSAL;

WoLLaI Mal-Eng: Word Level Language Identification of Malayalam-English Code-Mixed Text

Abstract

WoLLaI Mal-Eng is a carefully curated and annotated dataset, particularly for word-level language identification in Malayalam-English code-mixed text. The dataset consists of a set of 12,402 sentences, thoroughly tokenized for optimal representation. The dataset file is organized into three columns such as sentence#, words, and language. Language annotation is thoughtfully categorized into four distinct classes: Mal, Eng, Mix, and Othr. The words that belong to the Malayalam language and are recognized by Malayalam speakers are annotated as Mal. The words that belong to the English language and are easily recognized by English speakers are annotated as Eng. Words that are formed by combining Malayalam and English words where Malayalam suffixes were added to the end of English words or parts of English to enhance comprehension for Malayalam speakers are annotated as Mix. The words of diverse elements such as numbers, abbreviations, and named entities are annotated as Othr.

Keywords

Deep Learning, Artificial Intelligence, Text Processing, Transformer-Based Deep Learning, Information Classification, Text Extraction, Information Extraction, Natural Language Processing

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  • citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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