NLP

Overview of the PAN@FIRE 2020 Task on the Authorship Identification of SOurce COde

Authorship identification is essential to the detection of undesirable deception of others’ content misuse or exposing the owners of some anonymous malicious content. While it is widely studied for natural languages, it is rarely considered for …

JUSTers at SemEval-2020 Task 4: Evaluating Transformer Models against Commonsense Validation and Explanation

In this paper, we describe our team’s (JUSTers) effort in the Commonsense Validation and Explanation (ComVE) task, which is part of SemEval2020. We evaluate five pre-trained Transformer-based language models with various sizes against the three …

QWERTY Keyboard? }.?BZQ is Better!

In this work, we provide a Genetic-based algorithm that is used to quickly find a placement for a set of objects within a given layout such that access to these objects is optimized. The given layout describes the free locations of the objects and …

Shakkelha

Research project to power Arabic NLP by building a system for automatic diacritization of Arabic text using deep learning techniques.

Pretrained Ensemble Learning for Fine-Grained Propaganda Detection

In this paper, we describe our team’s effort on the fine-grained propaganda detection on sentence level classification (SLC) task of NLP4IF 2019 workshop co-located with the EMNLP-IJCNLP 2019 conference. Our top performing system results come from …