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David Adelani's Projects

adaptabert icon adaptabert

Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling

afriberta icon afriberta

AfriBERTa: Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages

africanlp-public-datasets icon africanlp-public-datasets

A repository for publicly/freely available Natural Language Processing (NLP) datasets for African languages.

africanlp-resources icon africanlp-resources

List of all the resources I developed in collaboration with LSV and Masakhane during my doctoral studies and beyond

alfa icon alfa

Source code for NeurIPS 2020 paper "Meta-Learning with Adaptive Hyperparameters" (previously titled "Adaptive Learning for Fast Adaptation")"

arae icon arae

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

autodp icon autodp

autodp: A flexible and easy-to-use package for differential privacy

bert-ner icon bert-ner

Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).

bilstm-crf icon bilstm-crf

A Pytorch implementation for NER using BiLSTM-CRF

charcnn_keras icon charcnn_keras

The implementation of text classification using character level convoultion neural networks using Keras

cptg icon cptg

implementation of Content preserving text generation with attribute controls in Pytorch

cross-domain_ner icon cross-domain_ner

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

crossner icon crossner

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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