Systematic literature review of dialectal Arabic: identification and detection
It is becoming increasingly difficult to know who is working on what and how in
computational studies of Dialectal Arabic. This study comes to chart the field by conducting a …
computational studies of Dialectal Arabic. This study comes to chart the field by conducting a …
ARBERT & MARBERT: Deep bidirectional transformers for Arabic
M Abdul-Mageed, AR Elmadany… - arXiv preprint arXiv …, 2020 - arxiv.org
Pre-trained language models (LMs) are currently integral to many natural language
processing systems. Although multilingual LMs were also introduced to serve many …
processing systems. Although multilingual LMs were also introduced to serve many …
The interplay of variant, size, and task type in Arabic pre-trained language models
In this paper, we explore the effects of language variants, data sizes, and fine-tuning task
types in Arabic pre-trained language models. To do so, we build three pre-trained language …
types in Arabic pre-trained language models. To do so, we build three pre-trained language …
Survey on profiling age and gender of text authors
Y HaCohen-Kerner - Expert Systems with Applications, 2022 - Elsevier
Author profiling from text documents has become a popular task in latest years, in natural
language applications. Author profiling is important for various domains such as advertising …
language applications. Author profiling is important for various domains such as advertising …
NADI 2022: The third nuanced Arabic dialect identification shared task
We describe findings of the third Nuanced Arabic Dialect Identification Shared Task (NADI
2022). NADI aims at advancing state of the art Arabic NLP, including on Arabic dialects. It …
2022). NADI aims at advancing state of the art Arabic NLP, including on Arabic dialects. It …
[PDF][PDF] The MADAR Arabic dialect corpus and lexicon
In this paper, we present two resources that were created as part of the Multi Arabic Dialect
Applications and Resources (MADAR) project. The first is a large parallel corpus of 25 …
Applications and Resources (MADAR) project. The first is a large parallel corpus of 25 …
Toward gender-inclusive coreference resolution
YT Cao, H Daumé III - arXiv preprint arXiv:1910.13913, 2019 - arxiv.org
Correctly resolving textual mentions of people fundamentally entails making inferences
about those people. Such inferences raise the risk of systemic biases in coreference …
about those people. Such inferences raise the risk of systemic biases in coreference …
The MADAR shared task on Arabic fine-grained dialect identification
In this paper, we present the results and findings of the MADAR Shared Task on Arabic Fine-
Grained Dialect Identification. This shared task was organized as part of The Fourth Arabic …
Grained Dialect Identification. This shared task was organized as part of The Fourth Arabic …
A panoramic survey of natural language processing in the Arab world
THE TERM NATURAL language refers to any system of symbolic communication (spoken,
signed, or written) that has evolved naturally in humans without intentional human planning …
signed, or written) that has evolved naturally in humans without intentional human planning …
Toward gender-inclusive coreference resolution: An analysis of gender and bias throughout the machine learning lifecycle
YT Cao, H Daumé III - Computational Linguistics, 2021 - aclanthology.org
Correctly resolving textual mentions of people fundamentally entails making inferences
about those people. Such inferences raise the risk of systematic biases in coreference …
about those people. Such inferences raise the risk of systematic biases in coreference …