multilingual-bert

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princeton-nlp /MultilingualAnalysis

Star13

Repository for the paper titled: "When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer"

multilingual transformers zero-shot cross-lingual multilingual-bert

UpdatedNov 10, 2021
Python

ahmedshahriar /TwitterCelebrityMatcher

Star13

Match celebrity users with their respective tweets by making use of Semantic Textual Similarity on over 900+ celebrity users' 2.5 million+ scraped tweets utilizing SBERT, streamlit, tweepy and FastAPI

rest-api pytorch web-scraping tweepy mypy twitter-scraping pytorch-gpu pydantic fastapi python39 streamlit sentence-transformers sbert streamlit-webapp multilingual-bert python310

UpdatedNov 21, 2023
Python

haozhg /lmd

Star10

Language Model Decomposition: Quantifying the Dependency and Correlation of Language Models

python nlp natural-language-processing deep-learning transformers pytorch pretrained-models language-models bert roberta xlm-roberta multilingual-bert

UpdatedDec 22, 2022
Python

Elbria /xling-SemDiv

Star7

Code and data for the EMNLP 2020 paper: "Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank"

learning-to-rank parallel-data bertology multilingual-bert semantic-divergences corpus-filtering synthetic-supervision cross-lingual-similarity

UpdatedFeb 10, 2023
Python

alexliqu09 /Sentiment-Analysis-on-Amazon-Reviews

Star6

In this project, we compared Spanish BERT and Multilingual BERT in the Sentiment Analysis task.

nlp deep-learning sentiment-analysis transformers artificial-intelligence sentiment-classification fine-tuning amazon-reviews bert-model beto multilingual-bert

UpdatedSep 1, 2022
Jupyter Notebook

juletx /multilingual-question-answering

Star4

Zero-shot and Translation Experiments on XQuAD, MLQA and TyDiQA

translation machine-translation question-answering squad bert zero-shot roberta mbert xlm-r mlqa xquad multilingual-bert translate-train tydiqa translate-test

UpdatedJun 14, 2022
Jupyter Notebook

RobinSmits /Dutch-NLP-Experiments

Star3

This repository contains a number of experiments with Multi Lingual Transformer models (Multi-Lingual BERT, DistilBERT, XLM-RoBERTa, mT5 and ByT5) focussed on the Dutch language.

nlp text-classification transformers bert mt5 linearsvc tensorflow2 distilbert xlm-roberta transformers-models multilingual-bert byt5

UpdatedOct 30, 2023
Python

deekshakoul /Multilingual-Abuse-Comment-Detection

Star2

This work was done as part of Kaggle InClass competition hosted by Sharechat. We had to develop AI solutions for predicting abusive comments posted on the Moj app in 10+ languages given natural language data and user context data.

machine-learning kaggle-competition bert abuse-detection multilingual-bert sharechat