{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T19:20:48Z","timestamp":1772220048542,"version":"3.50.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Audio Speech Lang. Process."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/taslp.2021.3120649","type":"journal-article","created":{"date-parts":[[2021,10,16]],"date-time":"2021-10-16T00:01:07Z","timestamp":1634342467000},"page":"3335-3348","source":"Crossref","is-referenced-by-count":3,"title":["Efficient Learning Approach for Pronominal Anaphora and Ellipsis Identification and Resolution in Arabic Texts"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2693-8887","authenticated-orcid":false,"given":"Saoussen","family":"Mathlouthi Bouzid","sequence":"first","affiliation":[{"name":"RIADI-GDL Laboratory, National School of Computer Science, University of La Manouba, Manouba, Tunisia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chiraz","family":"Ben Othmane Zribi","sequence":"additional","affiliation":[{"name":"RIADI-GDL Laboratory, National School of Computer Science, University of La Manouba, Manouba, Tunisia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1074"},{"key":"ref38","article-title":"Elliphant: A machine learning method for identifying subject ellipsis and impersonal constructions in Spanish","author":"rello","year":"2010"},{"key":"ref33","first-page":"83","article-title":"Reconnaissance des expressions elliptiques arabes avec NOOJ","author":"hasni","year":"2009","journal-title":"Proc 3rd Int Conf Arabic Lang Process"},{"key":"ref32","first-page":"159","article-title":"Un syst&#x00E8;me de recouvrement des ellipses dans la langue arabe","author":"haddar","year":"0","journal-title":"Proc VEXTAL"},{"key":"ref31","article-title":"Linguistics parameters for zero anaphora resolution","author":"pereira","year":"2010"},{"key":"ref30","first-page":"525","article-title":"An empirical approach to VP ellipsis","volume":"23","author":"hardt","year":"1997","journal-title":"Comput Linguistics"},{"key":"ref37","first-page":"145","article-title":"Robust VP ellipsis resolution in DR theory","volume":"19","author":"bos","year":"2012","journal-title":"From Quantification to Conversation"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/wcs.1168"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3115\/974499.974536"},{"key":"ref34","article-title":"R&#x00E9;solution des ellipses dans les textes en langue Arabe &#x00E0; base d'un algorithme g&#x00E9;n&#x00E9;tique","author":"jaziri","year":"2016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3844\/jcssp.2015.764.771"},{"key":"ref27","first-page":"1","article-title":"A Bayesian classifier for the identification of non-referential pronouns in Arabic","author":"mezghani hammami","year":"0","journal-title":"Proc 7th Int Conf Inform Syst"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3115\/993268.993288"},{"key":"ref2","first-page":"175","article-title":"Opinion extraction using a learning-based anaphora resolution technique","author":"kobayashi","year":"2005","journal-title":"Proc Second Int Joint Conf Natural Lang Process"},{"key":"ref1","first-page":"283","article-title":"Modelling pronominal anaphora in statistical machine translation","author":"hardmeier","year":"2010","journal-title":"Proc 7th Int Workshop Spoken Lang Transl"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/1929908.1929913"},{"key":"ref22","first-page":"1169","article-title":"A pronoun anaphora resolution system based on factorial hidden Markov models","author":"li","year":"0","journal-title":"Proc Annual Meeting of the Assoc Computational Linguistics"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3115\/1609067.1609083"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-75477-2_38"},{"key":"ref23","first-page":"1","article-title":"Arabic anaphora resolution using web as corpus","author":"elghamry","year":"2007","journal-title":"Proc 7th Conf Lang Eng"},{"key":"ref26","article-title":"A Bayesian classifier for the recognition of the impersonal occurrences of the it pronoun","author":"weissenbacher","year":"2007","journal-title":"Proc DAARC"},{"key":"ref25","first-page":"40","article-title":"Identifying non-referential it: A machine learning approach incorporating linguistically motivated patterns","author":"boyd","year":"0","journal-title":"Proc ACL Workshop Feature Eng Mach Learn Natural Lang Process"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA47632.2019.9035224"},{"key":"ref51","article-title":"Cours sur l'apprentissage artificiel","author":"zucker","year":"2011"},{"key":"ref55","first-page":"929","article-title":"How to Combine Salience Factors for Arabic Pronoun Anaphora Resolution","author":"mathlouthi bouzid","year":"0","journal-title":"Proc IEEE\/ACS Int Conf Comput Syst Appl AICCSA"},{"key":"ref54","article-title":"word2vec Explained: Deriving Mikolov et al. negative-sampling word-embedding method","author":"goldberg","year":"2014"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.09.036"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2013.06.031"},{"key":"ref10","article-title":"A novel approach based on reinforcement learning for anaphora resolution","author":"bouzid","year":"0","journal-title":"Proc 28th IBIMA Conf"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3115\/1220355.1220512"},{"key":"ref11","first-page":"869","article-title":"Robust pronoun resolution with limited knowledge","author":"mitkov","year":"1998","journal-title":"Proc 18th Int Conf Comput Linguistics"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3115\/992628.992651"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.5815\/ijisa.2015.02.08"},{"key":"ref14","article-title":"Heuristique pour la r&#x00E9;solution d'anaphores dans les textes d'accidents de la route","author":"nouioua","year":"2007","journal-title":"Actes de la Journ&#x00E9;e d'&#x00E9;tude de l'Association pour le Traitement Automatique des LAngues (ATALA) sur La r&#x00E9;solution des anaphores en Traitement Automatique des Langues"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.17485\/ijst\/2016\/v9i32\/100194"},{"key":"ref16","first-page":"7","article-title":"Multilingual robust anaphora resolution","author":"mitkov","year":"1998","journal-title":"Proc 3rd Conf Empirical Methods Natural Lang Process"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/llc\/16.1.45"},{"key":"ref18","first-page":"61","article-title":"Improving the identification of non-anaphoric it using support vector machines","author":"litr\u00e1n","year":"0","journal-title":"Proc Int Joint Workshop Natural Lang Process Biomed Appl"},{"key":"ref19","article-title":"Fully automatic resolution of it, this and that in unrestricted multi-party dialog von Mark","author":"m\u00fcller","year":"2008"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/0885-2308(87)90003-9"},{"key":"ref3","first-page":"1","article-title":"Dynamic coreference based summarization","author":"baldwin","year":"1998","journal-title":"Proc 3rd Int Conf EMNLP-3"},{"key":"ref6","article-title":"Automatic resolution of anaphora in English","author":"denber","year":"1998"},{"key":"ref5","first-page":"535","article-title":"An algorithm for pronominal anaphora resolution","volume":"20","author":"lappin","year":"1994","journal-title":"Comput Linguistics"},{"key":"ref8","article-title":"ILIMP: Outil pour rep&#x00E9;rer les occurrences du pronom impersonnel il","author":"danlos","year":"0","journal-title":"Proc TALN"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.cam.2005.09.009"},{"key":"ref7","article-title":"R&#x00E9;solution d'anaphores dans une encyclop&#x00E9;die en langue anglaise: Conception, impl&#x00E9;mentation et &#x00E9;valuation des performances","author":"chaumartin","year":"2007","journal-title":"Actes de la Journ&#x00E9;e La R&#x00E9;solution des Anaphores en Traitement Automatique des Langues Sous l'&#x00E9;gide de l'ATALA (Assoc pour le Traitement Automatique des Langues)"},{"key":"ref9","first-page":"1","article-title":"Arabic anaphora resolution using web as corpus","author":"elghamry","year":"2007","journal-title":"Proc 7th Conf Lang Eng"},{"key":"ref46","article-title":"Contribution en apprentissage semi-supervis&#x00E9; sous contexte multi-label","author":"assia","year":"2018"},{"key":"ref45","first-page":"1","article-title":"Patterns of syntactic trees for parsing Arabic texts","author":"fraj","year":"0","journal-title":"Proc Int Conf Natural Lang Process Knowl Eng"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3115\/1219044.1219072"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3115\/981658.981684"},{"key":"ref42","first-page":"90","article-title":"Cross-lingual zero pronoun resolution","author":"aloraini","year":"2020","journal-title":"Proc 12th Lang Resour Eval Conf"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3115\/1073012.1073050"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5121\/ijaia.2012.3506"},{"key":"ref43","article-title":"De la synth&#x00E8;se lexicographique &#x00E0; la d&#x00E9;tection et la correction des graphies fautives arabes","author":"othmane","year":"1998"}],"container-title":["IEEE\/ACM Transactions on Audio, Speech, and Language Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6570655\/9289074\/09576569.pdf?arnumber=9576569","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T22:36:21Z","timestamp":1670279781000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9576569\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":55,"URL":"https:\/\/doi.org\/10.1109\/taslp.2021.3120649","relation":{},"ISSN":["2329-9290","2329-9304"],"issn-type":[{"value":"2329-9290","type":"print"},{"value":"2329-9304","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}