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Chayma Fourati

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Qualifications: Software Enginner | PhD student

Biography

Chayma is a Teaching Assistant at MedTech, Software Engineer, alumna of the Mediterranean Institute of Technology in Tunisia and a Ph.D Candidate at ENSI Tunisia. She occupied the post of AI R&D engineer at iCompass for 3 years. She participated in different talks and seminars as a speaker about NLP.  She is AI trained academically and NLP trained professionally. She published different research papers and appeared in numerous interviews, locally and internationally.

Areas of Expertise

Natural Language Processing Deep Learning

Research Interest

Natural Language Processing applications for underrepresented dialects Natural Language Processing Speech To Text Machine translation Deep Learning

Fourati Chayma; Messaoudi Abir; Haddad Hatem; Tunizi: a tunisian arabizi sentiment analysis dataset arXiv preprint arXiv:2004.14303 (2020) | Messaoudi  Abir; Haddad  Hatem; Ben HajHmida  Moez; Fourati  Chayma; Ben Hamida  Abderrazak;  Learning word representations for tunisian sentiment analysis "Pattern Recognition and Artificial Intelligence: 4th Mediterranean Conference  MedPRAI (2020) Hammamet  Tunisia  December 20–22  2020  Proceedings 4"   329-340 2021 Springer International Publishing | Ben Elhaj Mabrouk  Aymen ; Hmida  Moez Ben Haj; Fourati  Chayma; Haddad  Hatem; Messaoudi  Abir;  A multilingual african embedding for FAQ chatbots arXiv preprint arXiv:2103.09185 (2021) | Ben Elhaj Mabrouk  Aymen; Ben Haj Hmida  Moez; Fourati  Chayma; Haddad  Hatem; Messaoudi  Abir;  A Multilingual African Embedding for FAQ Chatbots arXiv e-prints   arXiv: 2103.09185 (2021) | Naski  Malek; Messaoudi  Abir; Haddad  Hatem; BenHajhmida  Moez; Fourati  Chayma; Mabrouk  Aymen Ben Elhaj;  iCompass at shared task on sarcasm and sentiment detection in Arabic Proceedings of the Sixth Arabic Natural Language Processing Workshop   381-385 (2021) | Fourati Chayma; Haddad  Hatem; Messaoudi  Abir; BenHajhmida  Moez; Mabrouk  Aymen Ben Elhaj; Naski  Malek;  Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment Analysis Proceedings of the Sixth Arabic Natural Language Processing Workshop   226-230 (2021) | Henia  Wassim; Rjab  Oumayma; Haddad  Hatem; Fourati  Chayma;  iCompass at NLP4IF-2021–Fighting the COVID-19 infodemic "Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship  Disinformation  and Propaganda"   115-118 (2021) | Messaoudi  Abir; Haddad  Hatem; Fourati  Chayma; Hmida  Moez BenHaj; Mabrouk  Aymen Ben Elhaj; Graiet  Mohamed;  Tunisian dialectal end-to-end speech recognition based on deepspeech Procedia Computer Science 189  183-190 (2021) Elsevier | Diallo  Mountaga; Fourati  Chayma; Haddad  Hatem;  Bambara language dataset for sentiment analysis arXiv preprint arXiv:2108.02524    (2021) | Messaoudi  Abir; Haddad  Hatem; Fourati  Chayma;  Sentiment Analysis in Tunisian Social Media Using Deep Learning  |  Siminyu  Kathleen; Kalipe  Godson; Orlic  Davor; Abbott  Jade; Marivate  Vukosi; Freshia  Sackey; Sibal  Prateek; Neupane  Bhanu; Adelani  David I; Taylor  Amelia;  AI4D--African Language Program arXiv preprint arXiv:2104.02516    (2021) |  Messaoudi  Abir; Fourati  Chayma; Kchaou  Mayssa; Haddad  Hatem;  iCompass Working Notes for Arabic Misogyny Identification Working Notes of FIRE    (2021) |  Bennessir  Mohamed Aziz; Rhouma  Malek; Haddad  Hatem; Fourati  Chayma;  icompass at arabic hate speech 2022: Detect hate speech using qrnn and transformers Proceedinsg of the 5th Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks on Qur'an QA and Fine-Grained Hate Speech Detection   176-180 (2022) | Messaoudi  Abir; Fourati  Chayma; Haddad  Hatem; BenHajhmida  Moez;  iCompass Working Notes for the Nuanced Arabic Dialect Identification Shared task Proceedings of the The Seventh Arabic Natural Language Processing Workshop (WANLP)   415-419 (2022) |  Haddad  Hatem; Cheikh Rouhou  Ahmed ; Messaoudi  Abir; Korched  Abir; Fourati  Chayma; Sellami  Amel; Ben HajHmida  Moez; Ghriss  Faten;  TunBERT: Pretraining BERT for Tunisian Dialect Understanding SN Computer Science 4 2 194 (2023) Springer Nature Singapore Singapore

  • Data Structures and Algorithms
  • Probability and Statistics
  • Calculus II
  • ISS296
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