A curated list of research papers and resources on code-switching
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Dec 18, 2024
#
code-mixed
Here are 20 public repositories matching this topic...
CodeSwitch is a NLP tool, can use for language identification, pos tagging, name entity recognition, sentiment analysis of code mixed data.
nlp sentiment-analysis transformers pos ner pos-tagging language-identification code-switching hindi-english code-mixed codeswitch huggingface spanish-english
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Nov 2, 2020 - Jupyter Notebook
The main aim of the project is to develop a sentiment analyzer that can be used on twitter data to classify it as positive or negative. Our project takes care of the challenge of bilingual comments, where people tweet in two languages, in this case Hindi and English, in the Latin Alphabet.
natural-language-processing sentiment-analysis twitter-data hybrid-model kaggle-dataset classifiers ensemble-models hindi-english code-mixed bilingual-comments
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May 19, 2020 - Jupyter Notebook
CalBERT - Code-mixed Adaptive Language representations using BERT, published at AAAI-MAKE 2022
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Dec 18, 2023 - Python
Unsupervised Sentiment Analysis for Code-mixed Data
sentiment-analysis unsupervised multi-lingual embeddings cross-lingual zero-shot-learning code-switching code-mixed
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Feb 4, 2020 - Jupyter Notebook
Implementation for the paper titled, " Data-Augmentation for Bangla-English Code-Mixed Sentiment Analysis: Enhancing Cross Linguistic Contextual Understanding", IEEE Access, 2023
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Sep 7, 2023 - Python
This repository contains the system description and the codes that we implemented for participating in EACL-2021 shared tasks.
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Apr 22, 2021 - Jupyter Notebook
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Jun 3, 2022 - Jupyter Notebook
This repository implements a Hidden Markov Model (HMM) for performing Parts of Speech (POS) Tagging on Assamese-English code-mixed texts.
nlp hmm english hidden-markov-model parts-of-speech nlp-machine-learning pos-tagging pos-tagger hmm-model hmm-viterbi-algorithm english-language code-mixing assamese code-mixed parts-of-speech-tagging assamese-text
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Dec 8, 2024 - Python
302-Person-Hindi-and-English-Bilingual-Spontaneous-Monologue-smartphone-speech-dataset
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Aug 8, 2024
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
The code for SOP project done for the topic of Abuse detection in multilingual code-switched and code-mixed language using federated learning
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Feb 6, 2022 - Jupyter Notebook
This repository implements a Bidirectional Long Short Term Memory (BiLSTM) 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 bidirectional-lstm english-language bilstm code-mixing assamese code-mixed bilstm-model parts-of-speech-tagging assamese-text bidirectional-long-short-term-memory-network
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Dec 8, 2024 - Python
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Jan 20, 2020 - Jupyter Notebook
This repository implements a Conditional Random Field (CRF) for performing Parts-of-Speech (POS) Tagging on Assamese-English code-mixed texts.
nlp crf english parts-of-speech crfsuite nlp-machine-learning pos-tagging pos-tagger english-language crf-model code-mixing assamese code-mixed conditional-random-field parts-of-speech-tagging assamese-text
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Dec 8, 2024 - Python
Tweet ids for code-mixed Russian-German and Russian-Hebrew tweets
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Jun 13, 2023
A code-mixed annotation tool aimed at increasing the annotation quality whilst reducing the annotation time and various overheads associated with code-mixed data.
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Aug 4, 2022 - JavaScript
This repository contains a simple Rule-Based Model for Parts-of-Speech tagging in Assamese-English code mixed texts.
nlp english parts-of-speech nlp-machine-learning pos-tagging pos-tagger english-language rule-based rule-based-modeling code-mixing assamese code-mixed rule-based-nlp parts-of-speech-tagging assamese-text assamese-language assamese-english
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Dec 8, 2024 - Python
This repository implements a Long Short Term Memory (LSTM) for performing Parts-of-Speech (POS) Tagging on Assamese-English code-mixed texts.
nlp english lstm lstm-model parts-of-speech nlp-machine-learning pos-tagging pos-tagger lstm-neural-networks english-language long-short-term-memory-models long-short-term-memory code-mixing assamese code-mixed part-of-speech-tagging assamese-text
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Dec 8, 2024 - Python
A Python-based machine translation system for English-to-Hinglish, leveraging models like mBART and T5-small to address the complexities of code-mixed languages, achieving state-of-the-art performance with a BLEU score of 43.23.
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Dec 1, 2024 - Jupyter Notebook
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