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06/28/2023
Taqyim: Evaluating Arabic NLP Tasks Using ChatGPT Models
Large language models (LLMs) have demonstrated impressive performance on...
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05/19/2023
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models
In this paper, we conduct a thorough investigation into the reasoning ca...
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09/30/2022
Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification
Language Models pretrained on large textual data have been shown to enco...
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05/25/2022
ToKen: Task Decomposition and Knowledge Infusion for Few-Shot Hate Speech Detection
Hate speech detection is complex; it relies on commonsense reasoning, kn...
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05/16/2022
Meta AI at Arabic Hate Speech 2022: MultiTask Learning with Self-Correction for Hate Speech Classification
In this paper, we tackle the Arabic Fine-Grained Hate Speech Detection s...
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04/12/2022
A Review on Language Models as Knowledge Bases
Recently, there has been a surge of interest in the NLP community on the...
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12/14/2021
How to Learn and Represent Abstractions: An Investigation using Symbolic Alchemy
Alchemy is a new meta-learning environment rich enough to contain intere...
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09/16/2021
Deep Spiking Neural Networks with Resonate-and-Fire Neurons
In this work, we explore a new Spiking Neural Network (SNN) formulation ...
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04/07/2021
The Emergence of Abstract and Episodic Neurons in Episodic Meta-RL
In this work, we analyze the reinstatement mechanism introduced by Ritte...
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03/01/2021
Adapting MARBERT for Improved Arabic Dialect Identification: Submission to the NADI 2021 Shared Task
In this paper, we tackle the Nuanced Arabic Dialect Identification (NADI...
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11/01/2020