Transfer learning based code-mixed part-of-speech tagging using character level representations for Indian languages

AK Madasamy, SK Padannayil - Journal of Ambient Intelligence and …, 2023 - Springer
Massive amounts of unstructured content have been generated day-by-day on social media
platforms like Facebook, Twitter and blogs. Analyzing and extracting useful information from …

[PDF][PDF] AMRITA_CEN@ ICON-2015: Part-of-Speech Tagging on Indian Language Mixed Scripts in Social Media

KP Soman - 12th International Conference on Natural Language … - amitavadas.com
Large volumes of unstructured text are generated in Social media platforms like blogs,
Facebook and Twitter. Stylistic and linguistic variations are the major challenges in handling …

Recurrent neural network based part-of-speech tagger for code-mixed social media text

RN Patel, PB Pimpale, M Sasikumar - arXiv preprint arXiv:1611.04989, 2016 - arxiv.org
This paper describes Centre for Development of Advanced Computing's (CDACM)
submission to the shared task-'Tool Contest on POS tagging for Code-Mixed Indian Social …

Improving code-mixed POS tagging using code-mixed embeddings

SN Bhattu, SK Nunna, DVLN Somayajulu… - ACM Transactions on …, 2020 - dl.acm.org
Social media data has become invaluable component of business analytics. A multitude of
nuances of social media text make the job of conventional text analytical tools difficult. Code …

[PDF][PDF] BITS_Pilani_Team1@ POS Tagging for Code Mixed Indian Social Media

R Bhargava, BV Tadikonda… - … Conference on Natural …, 2016 - researchgate.net
With diversity of languages present in India, multilingualism has affected social media text at
a large scale. While analysing social media text, code mixing is one of the major problems …

Experiments with POS tagging code-mixed Indian social media text

PB Pimpale, RN Patel - arXiv preprint arXiv:1610.09799, 2016 - arxiv.org
This paper presents Centre for Development of Advanced Computing Mumbai's (CDACM)
submission to the NLP Tools Contest on Part-Of-Speech (POS) Tagging For Code-mixed …

SMPOST: parts of speech tagger for code-mixed indic social media text

D Gupta, S Tripathi, A Ekbal… - arXiv preprint arXiv …, 2017 - arxiv.org
Use of social media has grown dramatically during the last few years. Users follow informal
languages in communicating through social media. The language of communication is often …

A Twitter corpus for Hindi-English code mixed POS tagging

K Singh, I Sen, P Kumaraguru - Proceedings of the sixth …, 2018 - aclanthology.org
Code-mixing is a linguistic phenomenon where multiple languages are used in the same
occurrence that is increasingly common in multilingual societies. Code-mixed content on …

A pos tagger for code mixed indian social media text-icon-2016 nlp tools contest entry from surukam

SH Ramesh, RR Kumar - arXiv preprint arXiv:1701.00066, 2016 - arxiv.org
Building Part-of-Speech (POS) taggers for code-mixed Indian languages is a particularly
challenging problem in computational linguistics due to a dearth of accurately annotated …

Part-of-speech tagging for code-mixed indian social media text at icon 2015

K Sarkar - arXiv preprint arXiv:1601.01195, 2016 - arxiv.org
This paper discusses the experiments carried out by us at Jadavpur University as part of the
participation in ICON 2015 task: POS Tagging for Code-mixed Indian Social Media Text. The …