xlm-roberta 开源项目推荐（208 个）

dbiir /UER-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Tencent /TencentPretrain

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

explosion /curated-transformers

🤖 A PyTorch library of curated Transformer models and their composable components

nlp-uoregon /trankit

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

iflytek /cino

CINO: Pre-trained Language Models for Chinese Minority (少数民族语言预训练模型)

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 Chap…

labteral /fastc

Unattended Lightweight Text Classifiers with LLM Embeddings

tensordot /syntaxdot

Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.

CrispStrobe /CrispEmbed

Lightweight text and scans processing: embedding, document processing, OCR, OMR, etc, with inference via ggml in pure C++

hate-alert /Tutorial-Resources

Resources and tools for the Tutorial - "Hate speech detection, mitigation and beyond" presented at ICWSM 2021

GeekDream-x /SemEval2022-Task8-TonyX

Deep-learning system proposed by HFL for SemEval-2022 Task 8: Multilingual News Similarity

Data-Science-kosta /Long-texts-Sentiment-Analysis-RoBERTa

PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa based model (XLM-R) on the small dataset.

Data-Science-kosta /Twitter-Sentiment-Analysis-RoBERTa

Sentiment Analysis of tweets written in underused Slavic languages (Serbian, Bosnian and Croatian) using pretrained multilingual RoBERTa based model XLM-R on 2 different datasets.

ashwanitanwar /nmt-transfer-learning-xlm-r

Improving Low-Resource Neural Machine Translation of Related Languages by Transfer Learning

crux82 /AILC-lectures2021-lab

This is a Pytorch (+ Huggingface transformers) implementation of a "simple" text classifier defined using BERT-based models. In this lab we will see how it is simple to use BERT for a sentence classification task, obtaining state-of-the-art results in few lines of python code.

Kirill-Kravtsov /drophead-pytorch

An implementation of drophead regularization for pytorch transformers

MLArtist /intent-detection-using-XLM-Roberta

This repository is a comprehensive project that leverages the XLM-Roberta model for intent detection. This repository is a valuable resource for developers looking to build and fine-tune intent detection models based on state-of-the-art techniques.

cambridgeltl /BLICEr

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

rasyosef /amharic-news-category-classification

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

haozhg /lmd

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