Khmer New Classification with XLM-RoBERTa
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Updated
May 13, 2023 - Python
Khmer New Classification with XLM-RoBERTa
Masked Language Modeling demo using XLM-RoBERTa + Gradio/FastAPI
Teknofest 2023 Doğal Dil İşleme Yarışması
Проект в рамках ВКР под названием "Разработка программного модуля для анализа документов, подтверждающих индивидуальные достижения"
Fine-tuning Language Models
Fine tuned BERT, mBERT and XLMRoBERTa for Abusive Comments Detection in Telugu, Code-Mixed Telugu and Telugu-English.
XLM-Roberta is a transformer model that categorized bengali news headline into six different categories. This code is used in research work which is published in one of the IEEE conferences.
Currently running NLP project about political communication on Twitter. You can find more projects in my portfolio.
Code Repository for AKRaNLU @ CLEF JOKER 2023: Using Sentence Embeddings and Multilingual Models to Detect and Interpret Wordplay
ML and Natual Language Processing
Clickbait detector for English tweets, trained on Webis-17 dataset
Sentence Embeddings with BERT & XLNet
THREATENING_TEXT_DETECTION_USING_CNN_LSTM_BILSTM_XLMROBERTA
This project explores the foundational concepts of ML, NLP, and model optimization to develop an efficient and user-friendly healthcare solution.
Multilingual Deception Detection of GPT-generated Hotel Reviews
Study on stereotype transfer accross Multilingual Language Models for English, Spanish, French, Greek and Croatian. The emotion profiles for different social groups are obtained from pre-trained XLM-RoBERTa and fine-tuned versions of it.
HASOC2021: Subtask 2 a) Codemix Challenge; Contains baselines and hierarchical approach that extracts the relevant context useful for classification of hostile tweets on English-Hindi code-mix data obtained from twitter.
A cross lingual toxicity detection model that works for over 100 languages. Powered the mighty XLM-R model, the model performance is state of the art.
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