GitHub topics: mbert

Repositories

Soumyo001/sentiment-emotion_detection_on_bengali_product_reviews

Sentiment and emotion detection using mBERT and XLM-R. It comes with a trained model which you can download and test it. Read below for instructions.

Language: Jupyter Notebook - Size: 15.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

lirondos/lazaro

An observatory of anglicism usage in the Spanish press

Language: Python - Size: 122 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 2

cambridgeltl/ContrastiveBLI

Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

Language: Python - Size: 7.72 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 34 - Forks: 10

joyou159/SWIZT Fork of MohamedAlaaAli/SWIZT

Exploring the use of multilingual transformers, specifically mBERT and XLM-RoBERTa, for named entity recognition (NER) in the context of Switzerland’s multi lingual environment.

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fatemafaria142/BanglaCalamityMMD-A-Comprehensive-Benchmark-Dataset-for-Multimodal-Disaster-Identification Fork of Mukaffi28/BanglaCalamityMMD-A-Comprehensive-Benchmark-Dataset-for-Multimodal-Disaster-Identification

This study presents a novel multimodal fusion technique for disaster identification in Bangla, combining text and image data using the "BanglaCalamityMMD" dataset. Employing DisasterTextNet, DisasterImageNet, and DisasterMultFusionNet, the approach addresses a key gap in Bangla disaster research.

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Ali-Mhrez/Stance-Detection-MBERT-Features

This repository provides the implementation and results of experiments using Multilingual BERT (mBERT) features as input to CNN and LSTM architectures for the task of Stance Detection. we explore two approaches to feature extraction: using the final layer, and concatenating the features from the last four layers.

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Ali-Mhrez/Stance-Detection-MLLM

This repository provides code to fine-tune four multi-lingual language models (MBERT, XLM-RoBERTa, DistilmBERT, and MDeBERTa) on AraStance dataset (Alhindi et al., 2021). The repository includes notebooks for training, evaluation, and making predictions with the fine-tuned models.

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jessicasaikia/multilingual-BERT-mBERT

This repository implements a Multilingual BERT (mBERT) model for performing Parts-of-Speech (POS) Tagging on Assamese-English code-mixed texts.

Language: Python - Size: 11.7 KB - Last synced at: 26 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

fatemafaria142/MultiBanFakeDetect-An-Extensive-Benchmark-Dataset-for-Multimodal-Bangla-Fake-News-Detection

This study introduces MultiBanFakeDetect, a novel multimodal dataset for Bangla fake news detection, combining textual and visual information. It features TextFakeNet for text analysis and MultiFusionFake for integrating multimodal data.

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csebuetnlp/banglabert

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.

Language: Python - Size: 1.14 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 230 - Forks: 31

DiFronzo/Multilingual-Models

mBERT and XLM-R for encodeing of Scandinavian languages

Language: Python - Size: 518 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

MusfiqDehan/Multilingual-Sentence-Alignments-Demo

Align Parallel Sentence of 104 Languages with the help of mBERT and LaBSE

Language: Python - Size: 33.2 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Revanth-Reddy-Pingala/Abusive_Comment_Detector_BERT

Fine tuned BERT, mBERT and XLMRoBERTa for Abusive Comments Detection in Telugu, Code-Mixed Telugu and Telugu-English.

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Mukaffi28/Vashantor-A-Large-scale-Multilingual-Benchmark-Dataset

A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language

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NasserMohamedEid/Text-AI-Detection

Language: Jupyter Notebook - Size: 64.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

mbruton0426/GalicianSRL

Collection of scripts used to create SRL datasets for Galician and Spanish using a verbal indexing method, as well as fine-tuned BERT and XLM-R models for SRL on each language

Language: Python - Size: 56.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

RobinSmits/GPT-3.5-FineTuning

GPT 3.5 FineTuning

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ShafakatArnob/Bengali-Misogyny-Identification-Deep-Learning-LIME

Bengali Misogyny Identification with Deep Learning and LIME.

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michaelpeterhoffmann/masterthesis

Multilingual hate speech detection for German, Italian and Spanish Social Media Posts #machine learning #classifier

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negar-foroutan/multiLMs-lang-neutral-subnets

[EMNLP 2022] Discovering Language-neutral Sub-networks in Multilingual Language Models.

Language: Python - Size: 831 KB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1

Koharu24/mBERT_crosslingual_rd Fork of SalamanderXing/mBERT_crosslingual_rd

This is a project proposal to implement Yan et al.'s (2020) mBERT-Unaligned for cross-lingual RDs with Japanese, German and Italian untranslatable terms

Language: Python - Size: 30.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

peterzee-tsien/LING484-COMP599-Final-Projects

By using the hypothesis of historical linguistics, we found a way to improve the performance of multilingual transformers with limited amount of data

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Koharu24/mBERT-Unaligned-fine-tuning-for-a-cross-lingual-RD-of-untranslatable-terms

This is a project proposal to implement Yan et al.'s (2020) mBERT-Unaligned for cross-lingual RDs with Japanese, German and Italian untranslatable terms

Size: 685 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0