Leveraging language identification to enhance code-mixed text classification
G Takawane, A Phaltankar, V Patwardhan… - arXiv preprint arXiv …, 2023 - arxiv.org
The usage of more than one language in the same text is referred to as Code Mixed. It is
evident that there is a growing degree of adaption of the use of code-mixed data, especially …
evident that there is a growing degree of adaption of the use of code-mixed data, especially …
[HTML][HTML] Language augmentation approach for code-mixed text classification
G Takawane, A Phaltankar, V Patwardhan… - Natural Language …, 2023 - Elsevier
The usage of more than one language in the same text is referred to as Code Mixed. It is
evident that there is a growing degree of adaption of the use of code-mixed data, especially …
evident that there is a growing degree of adaption of the use of code-mixed data, especially …
Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi
One of the most popular downstream tasks in the field of Natural Language Processing is
text classification. Text classification tasks have become more daunting when the texts are …
text classification. Text classification tasks have become more daunting when the texts are …
L3Cube-HingCorpus and HingBERT: A code mixed Hindi-English dataset and BERT language models
Code-switching occurs when more than one language is mixed in a given sentence or a
conversation. This phenomenon is more prominent on social media platforms and its …
conversation. This phenomenon is more prominent on social media platforms and its …
Comparative study of pre-trained bert models for code-mixed hindi-english data
A Patil, V Patwardhan, A Phaltankar… - 2023 IEEE 8th …, 2023 - ieeexplore.ieee.org
The term" Code Mixed" refers to the use of more than one language in the same text. This
phenomenon is predominantly observed on social media platforms, with an increasing …
phenomenon is predominantly observed on social media platforms, with an increasing …
A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer
Being a popular mode of text-based communication in multilingual communities, code-
mixing in online social media has became an important subject to study. Learning the …
mixing in online social media has became an important subject to study. Learning the …
Translate and Classify: Improving Sequence Level Classification for English-Hindi Code-Mixed Data
D Gautam, K Gupta, M Shrivastava - Proceedings of the Fifth …, 2021 - aclanthology.org
Code-mixing is a common phenomenon in multilingual societies around the world and is
especially common in social media texts. Traditional NLP systems, usually trained on …
especially common in social media texts. Traditional NLP systems, usually trained on …
My boli: Code-mixed marathi-english corpora, pretrained language models and evaluation benchmarks
The research on code-mixed data is limited due to the unavailability of dedicated code-
mixed datasets and pre-trained language models. In this work, we focus on the low-resource …
mixed datasets and pre-trained language models. In this work, we focus on the low-resource …
A Comprehensive Understanding of Code-Mixed Language Semantics Using Hierarchical Transformer
Being a popular mode of text-based communication in multilingual communities, code
mixing in online social media has become an important subject to study. Learning the …
mixing in online social media has become an important subject to study. Learning the …
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification
H Rathnayake, J Sumanapala, R Rukshani… - … and Information Systems, 2022 - Springer
Code-mixing and code-switching are frequent features in online conversations.
Classification of such text is challenging if one of the languages is low-resourced. Fine …
Classification of such text is challenging if one of the languages is low-resourced. Fine …