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06/01/2023
On the Robustness of Arabic Speech Dialect Identification
Arabic dialect identification (ADI) tools are an important part of the l...
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05/24/2023
Dolphin: A Challenging and Diverse Benchmark for Arabic NLG
We present Dolphin, a novel benchmark that addresses the need for an eva...
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04/21/2023
UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis
We describe our contribution to the SemEVAl 2023 AfriSenti-SemEval share...
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12/21/2022
SERENGETI: Massively Multilingual Language Models for Africa
Multilingual language models (MLMs) acquire valuable, generalizable ling...
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12/21/2022
ORCA: A Challenging Benchmark for Arabic Language Understanding
Due to their crucial role in all NLP, several benchmarks have been propo...
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12/21/2022
JASMINE: Arabic GPT Models for Few-Shot Learning
Task agnostic generative pretraining (GPT) has recently proved promising...
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10/22/2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning
Contrastive learning (CL) brought significant progress to various NLP ta...
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10/21/2022
AfroLID: A Neural Language Identification Tool for African Languages
Language identification (LID) is a crucial precursor for NLP, especially...
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10/18/2022
NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task
We describe findings of the third Nuanced Arabic Dialect Identification ...
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05/27/2022
TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation
We present TURJUMAN, a neural toolkit for translating from 20 languages ...
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08/01/2021
Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning
Masked language models (MLMs) are pretrained with a denoising objective ...
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05/28/2021
Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation
Recent progress in neural machine translation (NMT) has made it possible...
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03/04/2021
NADI 2021: The Second Nuanced Arabic Dialect Identification Shared Task
We present the findings and results of the Second Nuanced Arabic Dialect...
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12/27/2020
ARBERT MARBERT: Deep Bidirectional Transformers for Arabic
Masked language models (MLM) have become an integral part of many natura...
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11/22/2020
DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings
Word embeddings are a core component of modern natural language processi...
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11/05/2020
Machine Generation and Detection of Arabic Manipulated and Fake News
Fake news and deceptive machine-generated text are serious problems thre...
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10/10/2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments
Although the prediction of dialects is an important language processing ...
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05/02/2020
Mega-COV: A Billion-Scale Dataset of 65 Languages For COVID-19
We describe Mega-COV, a billion-scale dataset from Twitter for studying ...
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11/02/2019
Sentence-Level BERT and Multi-Task Learning of Age and Gender in Social Media
Social media currently provide a window on our lives, making it possible...
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10/31/2019
DiaNet: BERT and Hierarchical Attention Multi-Task Learning of Fine-Grained Dialect
Prediction of language varieties and dialects is an important language p...
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05/30/2018
