CalBERT - Code-mixed Adaptive Language representations using BERT, published at AAAI-MAKE 2022
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Dec 18, 2023 - Python
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code-mixed
Here are 12 public repositories matching this topic...
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 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
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
Multilingual scam detection for Indian SMS and WhatsApp messages, including code-mixed and romanised text, with tactic-level explanations. Fine-tuned XLM-R (int8 ONNX) vs a TF-IDF baseline, adversarial robustness testing, FastAPI service with observability.
machine-learning text-classification transformers fraud-detection indic-languages onnx explainable-ai code-mixed fastapi xlm-roberta multilingual-nlp scam-detection
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Oct 9, 2026 - Python
Reproducible IR benchmark for Hinglish / code-mixed product search on Amazon ESCI: BM25 vs multilingual dense vs LLM reranking, evaluated with nDCG/MRR + failure analysis.
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Jul 9, 2026 - Python
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
Benchmarking and improving Retrieval-Augmented Generation (RAG) for low-resource and code-mixed Indian languages (Hindi, Hinglish) using MuRIL/IndicBERT embeddings and open LLMs. B.Tech Minor/Major Project — Amity University.
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Aug 17, 2026 - Python
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
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
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
Research code for benchmarking fine-tuned multilingual transformers and LLM baselines on Hinglish NER.
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Aug 10, 2026 - Python
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