ZeroShot XNLI

Khmer New Classification with XLM-RoBERTa

Multilingual Deception Detection of GPT-generated Hotel Reviews

Masked Language Modeling demo using XLM-RoBERTa + Gradio/FastAPI

Teknofest 2023 Doğal Dil İşleme Yarışması

Fine-tuning Question Answering models on German with the GermanQuAD dataset

In this work we applied multilingual zero-shot transfer concept for the task of toxic comments detection. This concept allows a model trained only on a single-language dataset to work in arbitrary language, even low-resource.

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.

Punctuation Restoration for Khmer language

This repository contains Jupyter notebooks detailing the experiments conducted in our research paper on Ukrainian news classification. We introduce a framework for simple classification dataset creation with minimal labeling effort, and further compare several pretrained models for the Ukrainian language.

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.

Проект в рамках ВКР под названием "Разработка программного модуля для анализа документов, подтверждающих индивидуальные достижения"

Built a multilingual text classification model to predict the probability that a comment is toxic using the data provided by Google Jigsaw.

A case study of NLI ( Natural Language Inferencing) with Transfer Learning. Kaggle Competition Rank - 18th (Global)

Fine-tuning Language Models

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.

notebooks to finetune `bert-small-amharic`, `bert-mini-amharic`, and `xlm-roberta-base` models using an Amharic text classification dataset and the transformers library

2023년 인공지능 온라인 경진대회 - 전북대학교 SW중심대학사업단

ZaBantu is a fleet of light-weight Masked Language Models for Southern Bantu Languages