A curated list of research papers and resources on code-switching
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Dec 12, 2024
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code-mixing
Here are 31 public repositories matching this topic...
This tool helps automatic generation of grammatically valid synthetic Code-mixed data by utilizing linguistic theories such as Equivalence Constant Theory and Matrix Language Theory.
natural-language-processing language-modeling python3 linguistics data-generation code-mixing code-switching synthetic-data-generation
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Jul 30, 2024 - Jupyter Notebook
This code provides word level language identification tool for identifying language for individual words in Code-Mixed text. e.g. The text that includes words from two languages such as Hindi written in roman script, mixed with English.
natural-language-processing python3 linguistics mallet language-identification language-tags code-mixing code-switching
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Aug 11, 2020 - Python
A pipeline for transliteration, spell correction, POS tagging and word sense disambiguation of Hinglish code mixed data to Hindi Devanagari script.
nlp python-library wsd word-sense-disambiguation python-3 pos-tagging lesk python-package indic-languages indowordnet code-mixing hindi-pos-tag lesk-algorithm spello hinglish indic-transliteration indic-nlp hindi-spell-correction hinglish-to-hindi-transliteration wsd-dataset
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Jan 14, 2024 - Python
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Jun 20, 2018 - Python
Code for the paper "Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots" (NAACL-HLT 2021)
multilingual nlp robustness adversarial-examples adversarial-attacks code-mixing adversarial-training
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Jan 20, 2022 - Python
Word-level language identification for Bangla-English code-mixed social media data, using a BiLSTM with subword embeddings.
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Aug 13, 2023 - Python
This repo contains the source code of HIT: A Hierarchically Fused Deep Attention Network for RobustCode-mixed Language Representation (Accepted in ACL 2021)
nlp machine-translation transformer named-entity-recognition parts-of-speech sentiment-classification attention-model code-mixing
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Feb 1, 2022 - Python
Repository containing Abusive Tweet Detection, Location Detection and Gender Detection codes
nlp twitter social-network-analysis gender-detection code-mixing location-detection swearing code-switching
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Dec 20, 2017 - Python
Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus
multilingual deep-learning sentiment-analysis text-classification corpus-linguistics sentiment-classification text-categorization bilstm baselines code-mixing code-switching low-resource-languages bert-fine-tuning traditional-machine-learning
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May 6, 2022
MaskLID: Code-Switching Language Identification through Iterative Masking -- ACL 2024
language-identification code-mixing code-switching language-identification-toolkit code-switch language-identifier
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Jun 11, 2024 - Python
Indonesian-English code-mixed Twitter dataset
twitter indonesian-language language-identification english-language lexical-normalization code-mixing
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Oct 16, 2022
A word level Language Identification (LID) tool for Tagalog-English (Taglish) text.
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Aug 24, 2024 - Python
Psycholinguistic Analysis of Code Mixing - Speech and Natural Language Processing Term Project: CS60057. Department of Computer science and Engineering, Indian Institute of Technology Kharagpur
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Nov 29, 2017 - Python
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Jul 6, 2018 - Python
A language detection model for code-switched texts in es/en/zh
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May 24, 2024 - Jupyter Notebook
This repository implements a Multilingual BERT (mBERT) model for performing Parts-of-Speech (POS) Tagging on Assamese-English code-mixed texts.
nlp english parts-of-speech nlp-machine-learning pos-tagging pos-tagger english-language code-mixing assamese code-mixed mbert parts-of-speech-tagging multilingual-bert assamese-text
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Dec 8, 2024 - Python
A Centralized Frenglish Benchmark from Naturally Occurring Code-Switching and Code-Mixing
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Mar 8, 2023
Tweet ids for code-mixed Russian-German and Russian-Hebrew tweets
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Jun 13, 2023
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