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08/06/2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties
Large language models (LLMs) finetuned to follow human instructions have...
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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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05/24/2023
GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP
The recent emergence of ChatGPT has brought a revolutionary change in th...
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04/26/2023
Zero-Shot Slot and Intent Detection in Low-Resource Languages
Intent detection and slot filling are critical tasks in spoken and natur...
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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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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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04/10/2022
Decay No More: A Persistent Twitter Dataset for Learning Social Meaning
With the proliferation of social media, many studies resort to social me...
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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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05/18/2021
Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing
We describe models focused at the understudied problem of translating be...
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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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11/10/2020
Translating Similar Languages: Role of Mutual Intelligibility in Multilingual Transformers
We investigate different approaches to translate between similar languag...
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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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06/07/2020
Growing Together: Modeling Human Language Learning With n-Best Multi-Checkpoint Machine Translation
We describe our submission to the 2020 Duolingo Shared Task on Simultane...
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05/04/2020
Understanding and Detecting Dangerous Speech in Social Media
Social media communication has become a significant part of daily activi...
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12/30/2019
