Mona Diab

Mona Talat Diab bụ prọfesọ sayensị kọmputa na onye isi ụlọ ọrụ teknụzụ asụsụ nke Mahadum Carnegie Mellon. Na mbụ, ọ bụ prọfesọ na Mahadum George Washington na onye ọkà mmụta sayensị na Facebook AI. Nchọpụta ya lekwasịrị anya na nhazi asụsụ eke, asụsụ computational, nhazi asụsụ / ọtụtụ asụsụ, computational socio-pragmatics, nhazi asụsụ Arabik, na mmụta igwe etinyere..

 Mmụta 
DDiab mezuru M.Sc. na sayensị kọmputa nwere isi na mmụta igwe na ọgụgụ isi na The George Washington University (1997) na Ph.D ya. na mmụta asụsụ computational na Mahadum Maryland, Ngalaba Linguistics na Mahadum Maryland Institute for Advanced Computer Studies (UMIACS) na 2003, n'okpuru nlekọta nke Philip Resnik. Ọ bụkwa onye ọkà mmụta sayensị nyocha postdoctoral na Mahadum Stanford (2003-2005) n'okpuru nduzi nke Dan Jurafsky, ebe ọ bụ akụkụ nke Stanford NLP Group..

 Ọrụ 
Mgbe postdoc ya na Stanford gasịrị, Diab were ọnọdụ dị ka onye nyocha sayensị (onye nchọpụta bụ isi) na Center for Computational Learning Systems (CCLS) na Mahadum Columbia, ebe ọ bụkwa osote prọfesọ na ngalaba sayensị kọmputa. N'afọ 2013 ọ sonyeere Mahadum George Washington dị ka osote prọfesọ, ebe a kwalitere ya ka ọ bụrụ prọfesụ zuru oke n'afọ 2017. Diab bụ onye guzobere na onye nduzi nke ụlọ nyocha GW NLP CARE4Lang. Diab jere ozi dị ka onye omeiwu ngalaba a họpụtara na Mahadum Columbia ruo afọ 6 (2007-2012) na onye omeiwu faculty a họpụtara ahọpụta na GW (2013-2014). Ọ rụrụ ọrụ na kọmpụta asụsụ dị ka onye otu a họpụtara ahọpụta, odeakwụkwọ na onye isi oche nke ACL SIGLEX (2005-2016) na onye isi ala nke ACL L SIGSemitic. Ọ na-eje ozi ugbu a dị ka onye a họpụtara dịka VP maka ACL SIGDAT. N'afọ 2017, Diab sonyeere Amazon AWS AI Deep Learning Group for Human Language Technologies, ebe ọ duziri ọrụ AWS Lex maka usoro mkparịta ụka maka ụlọ ọrụ. Afọ ole na ole ka e mesịrị, ọ kwagara na Facebook AI dị ka onye sayensị na-eme nchọpụta. N'oge mgbụsị akwụkwọ nke afọ 2023, ọ ghọrọ onye nduzi nke CMU's Language Technologies Institute - onye nduzi oge mbụ kemgbe onye guzobere ya bụ Jaime Carbonell nwụrụ.   [citation needed]

 Nnyocha 
Mmasị nchọcha nke Diab gụnyere ọtụtụ mpaghara na nhazi asụsụ computational/nhazi asụsụ, dị ka mkparịta ụka AI, computational lexical semantics, multilingual and cross lingual nhazi, mgbasa ozi mgbasa ozi na-emesi ike na computational socio-pragmatics, ozi mmịpụta & nyocha ederede, igwe ntụgharị asụsụ.[1] E wezụga nke a, o nwekwara mmasị pụrụ iche na NLP Arabic na ọnọdụ akụ dị ala.

Diab jikọtara aka guzobe usoro nyocha abụọ n'ọhịa asụsụ, usoro mgbakọ na mwepụ maka ịgbanwee koodu asụsụ na 2007 na ọdịdị ederede na 2010.

Diab na Nizar Habash na Owen Rambow, guzobere CADIM na 2005, ebe a na-ahụ maka nhazi asụsụ Arabic.   [citation needed]

N'afọ 2012, Diab na Eneko Agirre na Johan Bos, jikọtara obodo ACL abụọ SIGLEX na SIGSEM wee guzobe nzukọ nke mbụ *SEM.   [citation needed]

 Onyinye na mmata 

 A họpụtara ya dị ka otu n'ime ndị isi 150 na ndị ọhụụ na AI n'ụwa niile iji sonye na White House AI Summit na Gọọmenti, Washington, D.C., US, Septemba 2019 

 Machị 2017: 3 Ụmụ nwanyị Alakụba na STEM Ị Kwesịrị Ịmara Banyere, Teen Vogue, Machị 2017  
 Mee 2017: N'azụ Nwaanyị Ọ bụla Dị Ike bụ...Nwaanyị ọzọ siri ike: Ụmụ nwanyị iri na-ekele ụmụ nwanyị ndị kwadoro ha n'ụzọ. Ọ bụ na May 2017.   [citation needed]
 Google Faculty Research Award - Tharwa++: Ịmepụta ebe nchekwa okwu Arabic, (PI), 09.2015 -12.2016.   [citation needed]
 Google Faculty Research Award - Nuanced Sentiment and Perspective Analysis for Arabic Social Media Text, (PI), 12.2014 -12.2015  
 QNRF Best Poster Award - Ossama Obeid, Houda Bouamor, Wajdi Zaghouani, Mahmoud Ghoneim, Abdelati Hawwari, Mona Diab, Kemal Oflazer.  (2016) MANDIAC: Usoro Nkọwa nke dabeere na Web maka Manual Arabic Diacritization. Ihe omume nke 2nd Workshop on Arabic Corpora and Processing Tools, LREC 2016.   [citation needed]
 Ihe nrite akwụkwọ kacha mma - Aminian, Maryam, Mahmoud Ghoneim, Mona Diab.  (2015) Unsupervised False Friend Disambiguation na-eji Contextual Word Clusters na Parallel Word Alignments. Na Proceedings of Workshop 9th Semantics Syntax Statistical Translation, NAACL 2015, Denver CO, US.   [citation needed]

 Akwụkwọ ndị e bipụtara 
Diab nwere ihe karịrị akwụkwọ 250, ọ bụkwa onye nchịkọta akụkọ na-eme ihe nkiri maka ọtụtụ akwụkwọ sayensị. 

 Akwụkwọ ndị a họọrọ 

 Ọrụ Semeval-2012 6: Onye na-anya ụgbọelu na ihe yiri ya. [Ihe e dere n'ala ala peeji] *SEM 2012: Nzukọ Nzukọ Mbụ na Lexical na Computational Semantics-Mpịakọta 1: Ihe omume nke nzukọ ahụ na ọrụ a na-ekerịta, na Mpịakọta 2: Ihe omume nke Ọmụmụ Mba nke Isii na Nnyocha Semantic (SemEval 2012) 
 Ihe ndị na-egosi na ha na-ekwu na ha na ha na na-eme ka ọrịa schizophrenia. ES Kayi, M Diab, L Pauselli, M Compton, G Coppersmith. arXiv preprint arXiv:1810.09377
 Nchọpụta echiche site na iji atụmatụ semantic. H Elfardy, M Diab, C Callison-Burch - Ihe omume nke *SEM 2015
 DeSePtion: amụma usoro abụọ na ihe atụ ndị na-emegide ya maka nyocha eziokwu ka mma. Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona Diab, Smaranda Muresan, 2020
 Coherence Causal ọ na-ebu amụma mgbasa ozi mgbasa ozi n'ịntanetị? Pedram Hosseini, Mona Diab, David A Broniatowski. Ihe omume nke Nzukọ Mba Nile na Social Computing, Behavioral-Cultural Modeling na Prediction na Behavior Representation na Modeling na Simulation, 2019.
 Ụdị dị iche iche, Density, na Homogeneity: Quantitative Characteristic Metrics for Text Collections. YA Lai, X Zhu, Y Zhang, M Diab, arXiv preprint arXiv:2003.08529, 2020
 Ịgụ ihe ọmụma ọgwụ edere ede n'asụsụ Arabic: nyocha ọkachamara na ndị ahịa. [Ihe e dere n'ala ala peeji] Nnyocha ọrụ ahụike BMC 18 (1), 1-7, 2019
 Nchịkọta okwu na-enweghị nlekọta site na iji ọdịdị yiri ya na monolingual embeddings. H Aldarmaki, M Mohan, M Diab - Mmekọrịta nke Association for Computational Linguistics, 2018
 Usoro a na-enweghị nlekọta maka mkpado okwu site na iji corpora M Diab, P Resnik. Ihe omume nke ACL 2002
 Nchịkọta maka ọrụ mbụ a na-ekerịta na njirimara asụsụ na data gbanwere koodu. Thamar Solorio, Elizabeth Blair, Suraj Maharjan, Steven Bethard, Mona Diab, Mahmoud Ghoneim, Abdelati Hawwari, Fahad AlGhamdi, Julia Hirschberg, Alison Chang, Pascale Fung. Ihe omume nke Ọmụmụ Ihe Mbụ na Ntinye Kọmputa na Mgbanwe Koodu, 2014
 Nhazi ahịrịokwu na oghere zoro ezo. W Guo, M Diab - ACL 20 12
 Nnyocha ọrụ nke okwu ọtụtụ okwu: nyocha nyocha na ntụgharị igwe ọnụ ọgụgụ. M Carpuat, M Diab - NAACL-HLT 2010
 Nchọpụta asịrị na nhazi maka data twitter. S Hamidian, MT Diab - arXiv preprint arXiv:1912.08926, 2019
 Nchọpụta nke obere ìgwè na mkparịta ụka echiche. [Ihe e dere n'ala ala peeji]
 Madamira: Ngwá ọrụ dị ngwa, zuru oke maka nyocha ọdịdị na disambiguation nke Arabic. [Ihe e dere n'ala ala peeji] LREC 14, 1094-1101. 2014
 Ihe gbara ya gburugburu - Mara nghọta asụsụ okike nke onwe onye maka Chatbots na-elekwasị anya na ọrụ. A. Gupta, P. Zhang, G. Lalwani, M. Diab. EMNLP 2019
 Ụzọ mmụta dị iche iche maka mweghachi diacritic. [Ihe e dere n'ala ala peeji] ACL 2020

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