Claudia Marzi | ComPhys

Claudia Marzi, computational linguist
Istituto di Linguistica Computazionale - CNR
claudia.marzi(at)ilc.cnr.it
(+39)050.315.2838
building B, entrance 21, 1^st floor, room 8

I am a Senior Researcher at the CNR Institute for Computational Linguistics. My main research interests focus on psycho-computational models of morphology acquisition and processing, both in mono- and bi-lingual contexts. My attention is devoted to bio-computational models of the mental lexicon. In a processing perspective I investigate inflectional complexity of several languages (e.g. Italian, German, English, Spanish, Arabic, Russian) with recurrent self-organising neural networks. The evaluation of learning and processing dynamics, in particular of verb inflection data, focuses on the effects of morphological structure on both word production and word recognition. Issues of word learning and word generalisation are inherently coupled with perception of morphological structure, with inflected forms consisting of co-occurring sublexical parts. Perception of similarity and competition effects play a role for the comprehension of emerging dynamics governing the morphological competence of speakers.

I hold a PhD in Linguistics (applied, acquisitional and computational linguistics) from the University of Pavia. My doctoral thesis focused on defining an explanatory model of the morphological lexicon as a dynamic system of word acquisition and storage in both mono- and multi-lingual contexts. The proposed model provides an adaptive multifactorial account of morphology acquisition affected by input factors, such as word frequency distributions, paradigm regularity and wordlikeness, whereby lexical perception and organisation are grounded on memory-based processing strategies.

Former Programme Coordinator of NetWordS, the European Science Foundation Research Networking Programme on Word Structure in the Languages of Europe. Current leader of the research project “Interdisciplinary approaches to theoretical and computational models of lexical acquisition in mono- and multi-lingual contexts”. With my expertise in quantitative analysis of lexical and behavioural data, I am involved in the ReadLet project to provide statistical models of children’s reading development.

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2025 - Journal articles
	1 ILC	Marzi C., Nadalini A., Lento A., Srivastava M., Todesco A., Pirrelli V., and Ferro M. (2025) “Oral text reading as a multi-sensory task”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XXIV (1), pp. 141-156.
	2 ILC	Nadalini A., Marzi C., Ferro M., Cinini A., Cutugno P., and Chiarella D. (2025) “Inferential Reading Skills in High School: A Study on Comprehension Profiles”, EDUCATION SCIENCES, ISSN 2227-7102, vol. 15 (6).
2024 - Conference papers
	3 ILC	Ferro M., Marzi C., Nadalini A., Taxitari L., Lento A., and Pirrelli V. (2024) “ReadLet: a Dataset for Oral, Visual and Tactile Text Reading Data of Early and Mature Readers”, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ISBN 978-2-493814-10-4, 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Parigi, published by ELRA Language Resources Association (ELRA) (Parigi, FRA), pp. 13595-13609.
	4 ILC	Lento A., Nadalini A., Ferro M., Marzi C., Pirrelli V., Dimitrova T., Kukova H., Stefanova V., Todorova M., and Koeva S. (2024) “Assessing Reading Literacy of Bulgarian Pupils with Finger-tracking”, Proceedings of the Sixth International Conference on Computational Linguistics in Bulgaria (CLIB 2024), Sixth International Conference on Computational Linguistics in Bulgaria (CLIB 2024), BGR, pp. 140-149.
	5 ILC	Lento A., Nadalini A., Khlif N., Pirrelli V., Marzi C., and Ferro M. (2024) “Comparative Evaluation of Computational Models Predicting Eye Fixation Patterns During Reading: Insights from Transformers and Simpler Architectures”, Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), ISBN 979-12-210-7060-6, Italian Conference on Computational Linguistics (CLiC-it), Aachen, published by CEUR (Aachen, DEU), vol. VOL-3878, 10 pages.
2023 - Journal articles
	6 ILC	Marzi C., Melloni C., and Vender M. (2023) “Finger-tracking reading profiles in monolingual and bilingual early graders”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XXII (2), pp. 327-361.
	7 ILC	Marzi C. and Pirrelli V. (2023) “A discriminative information-theoretical analysis of the regularity gradient in inflectional morphology”, MORPHOLOGY (DORDRECHT), ISSN 1871-5621, pp. 1-51.
	8 ILC	Mazzarino S. and Marzi C. (2023) “Morphological processing in Italian L2 developing readers: a pilot study”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XXII (1), pp. 143-166.
	9 ILC	Nadalini A., Marzi C., Ferro M., Taxitari L., Lento A., Crepaldi D., and Pirrelli V. (2023) “Eye-voice and finger-voice spans in adults’ oral reading of connected texts”, THE MENTAL LEXICON, ISSN 1871-1340, vol. 18 (3), pp. 366-400.
2023 - Edited volumes
	10 ILC	Marzi C. and Pirrelli V. (eds.) (2023) “Integrative Views on Representations and Processes in Morphology”, ISSN 1871-5656, Dordrecht, published by Springer (Dordrecht, NLD), pp. 397-556.
2023 - Editorials
	11 ILC	Marzi C. and Pirrelli V. (2023) “Integrative views of representations and processes in morphology: an introduction”, ISSN 1871-5621, vol. 33, pp. 397-408.
2022 - Journal articles
	12 ILC	Marzi C., Narzisi A., Milone A., Masi G., and Pirrelli V. (2022) “Reading behaviors through patterns of finger-tracking in Italian children with autism spectrum disorder”, BRAIN SCIENCES, ISSN 2076-3425, vol. 12 (1316), pp. 1-17.
2022 - Book chapters
	13 ILC	Crepaldi D., Ferro M., Marzi C., Nadalini A., Pirrelli V., and Taxitari L. (2022) “Finger movements and eye movements during adults' silent and oral reading”, Developing language and literacy-Studies in Honor of Dorit Diskin Ravid, ISBN 978-3-030-99890-5, Dordrecht, Levie R., Bar On A., Ashkenazi O., Dattner E., and Brandes G. (eds.), published by Springer (Dordrecht, NLD), pp. 443-471.
2022 - Conference contributions
	14 ILC	Marzi C., Narzisi A., Ferro M., Masi G., Milone A., Viglione V., Pelagatti S., Tomassini I., and Pirrelli V. (2022) “Patterns of finger-tracking in Italian early readers with Autism Spectrum Disorder”, 2022 annual meeting abstract book, INSAR, vol. 2022, pp. 192-192.
	15 ILC	Marzi C. and Pirrelli V. (2022) “An information-theoretic analysis of the inflectional regular-irregular gradient for optimal processing units”, Book of Abstracts of the 20th International Morphology Meeting-Dedicated to the memory of Ferenc Kiefer, 20th International Morphology Meeting-(Dedicated to the memory of Ferenc Kiefer), pp. 50-51.
2021 - Journal articles
	16 ILC	Marzi C., Greco A., Scilingo E., and Vanello N. (2021) “Towards a model of arousal change after affective word pronunciation based on electrodermal activity and speech analysis”, BIOMEDICAL SIGNAL PROCESSING AND CONTROL, ISSN 1746-8094, vol. 67 (102517), pp. 1-8.
2021 - Books
	17 ILC	Marzi C. (2021) “Modelling the morphological lexicon-A computational approach to mono-and bilingual learning and processing of verb inflection”, ISBN 978-88-351-3548-7, Milano, published by Franco Angeli (Milano, ITA), pp. 5-171.
2021 - Conference papers
	18 ILC IFC	Taxitari L., Cappa C., Ferro M., Marzi C., Nadalini A., and Pirrelli V. (2021) “Using mobile technology for reading assessment”, Proceedings of the 6th IEEE Congress on Information Science and Technology (CiSt), ISBN 9781728166469, 6th IEEE Congress on Information Science & Technology (IEEE CIST'20), pp. 1-6.
2021 - Conference contributions
	19 ILC	Marzi C., Taxitari L., Ferro M., Nadalini A., and Pirrelli V. (2021) “Valutare la lettura "in tempo reale": un esempio di integrazione tra linguistica computazionale e linguistica applicata”, FARE LINGUISTICA APPLICATA CON LE DIGITAL HUMANITIES, XXI Congresso Internazionale di AItLA, vol. 2021, pp. 5-5.
2020 - Journal articles
	20 ILC	Marzi C. (2020) “Modelling the interaction of regularity and morphological structure: the case of Russian verb inflection”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XIX (1), pp. 131-156.
	21 ILC	Marzi C. (2020) “Modeling Word Learning and Processing with Recurrent Neural Networks”, INFORMATION, ISSN 2078-2489, vol. 11 (6), 14 pages.
2020 - Book chapters
	22 ILC	Marzi C., Blevins James P., Booij G., and Pirrelli V. (2020) “Inflection at the morphology-syntax interface”, Word Knowledge and Word Usage. A cross-interdisciplinary guide to the mental lexicon, ISBN 9783110440577, Berlin/Munich, Vito Pirrelli I. P. and Dressler W. U. (eds.), published by De Gruyter Saur (Berlin/Munich, DEU), pp. 228-294.
	23 ILC	Pirrelli V., Marzi C., Ferro M., Cardillo F. A., Baayen Harald R., and Milin P. (2020) “Psycho-computational modelling of the mental lexicon”, Word Knowledge and Word Usage, ISBN 9783110440577, Berlin/Munich, Vito Pirrelli I. P. and Dressler W. U. (eds.), published by De Gruyter Saur (Berlin/Munich, DEU), pp. 23-82.
2020 - Conference papers
	24 ILC	Marzi C., Rodella A., Nadalini A., Taxitari L., and Pirrelli V. (2020) “Does finger-tracking point to child reading strategies?”, Proceedings of the Seventh Italian Conference on Computational Linguistics, Italian Conference on Computational Linguistics 2020, Aachen, published by CEUR-WS. org (Aachen, DEU), vol. 2769, pp. 1-7.
	25 IFC ILC	Taxitari L., Cappa C., Ferro M., Marzi C., Nadalini A., and Pirrelli V. (2020) “Using mobile technology for reading assessment”, Proceedings of the 6th IEEE Congress on Information Science and Technology (CiSt), ISBN 978-1-7281-6646-9, 6th IEEE Congress on Information Science and Technology (CiSt), vol. 2020-JUNE, pp. 302-307.
2020 - Conference contributions
	26 ILC IFC	Pirrelli V., Cappa C., Crepaldi D., Del Pinto V., Ferro M., Giulivi S., Marzi C., Nadalini A., and Taxitari L. (2020) “Tracking the pace of reading with finger movements”, Words in the World book of abstracts, Words in the World International Conference, 1 page.
2019 - Journal articles
	27 ILC	Marzi C., Ferro M., and Pirrelli V. (2019) “A processing-oriented investigation of inflectional complexity”, FRONTIERS IN COMMUNICATION, ISSN 2297-900X, vol. 4 (48), pp. 1-23.
2019 - Conference papers
	28 ILC	Greco A., Marzi C., Lanata A., Scilingo E., and Vanello N. (2019) “Combining Electrodermal Activity and Speech Analysis towards a more Accurate Emotion Recognition System”, Proceedings on the IEEE Engineering in medicine and biology annual conference, ISBN 978-1-5386-1311-5, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), vol. 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), pp. 229-232.
	29 ILC	Marzi C., Greco A., Scilingo E., and Vanello N. (2019) “Electrodermal activity and speech features as predictors for arousal level changes after affective word pronunciation”, Models and Analysis of Vocal Emissions for Biomedical Applications, ISBN 978-88-6453-961-4, 11th international workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, Manfredi C. (ed.), vol. 11, pp. 93-96.
	30 ILC	Rorberi S. and Marzi C. (2019) “Modelling the interaction of regularity and morphological structure: the case of Russian verb inflection”, International Symposium of Morphology, International Symposium of Morphology (ISMo) 2019, Crysmann B. and Villoing F. (eds.), vol. 2019, pp. 107-110.
2018 - Journal articles
	31 ILC	Cardillo F., Ferro M., Marzi C., and Pirrelli V. (2018) “Deep Learning of Inflection and the Cell-Filling Problem”, IJCOL, ISSN 2499-4553, vol. 4 (1), pp. 57-75.
	32 ILC	Ferro M., Marzi C., and Pirrelli V. (2018) “Discriminative word learning is sensitive to inflectional entropy”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XVII (2), pp. 307-327.
2018 - Book chapters
	33 ILC	Marzi C. (2018) “Morpho-phonotactic typicality and second language acquisition and processing”, Tipologia, Acquisizione, Grammaticalizzazione-Typology, Acquisition, Grammaticalization studies, ISBN 978-88-917-7847-5, Milano, Chini M. and Cuzzolin P. (eds.), published by Franco Angeli (Milano, ITA), pp. 219-232.
2018 - Conference papers
	34 IFC ILC	Ferro M., Cappa C., Giulivi S., Marzi C., Nahli O., Cardillo F. A., and Pirrelli V. (2018) “ReadLet: Reading for Understanding”, Proceedings of the IEEE Congress on Information Science and Technology (CiSt), ISBN 978-1-5386-4385-3, IEEE-CIST2018 LED-ICT, New York, published by IEEE (New York, USA), pp. 404-409.
	35 ILC	Marzi C., Ferro M., Nahli O., Belik P., Bompolas S., and Pirrelli V. (2018) “Evaluating Inflectional Complexity Crosslinguistically: a Processing Perspective”, Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018), ISBN 979-10-95546-00-9, Eleventh International Conference on Language Resources and Evaluation (LREC 2018), Paris, Calzolari N., Choukri K., Cieri C., Declerck T., Goggi S., Hasida K., Isahara H., Maegaard B., Mariani J., Mazo H., Moreno A., Odijk J., and Piperidis S. (eds.), published by European language resources association (ELRA) (Paris, FRA), pp. 3860-3866.
2018 - Conference contributions
	36 ILC IFC	Cappa C., Ferro M., Giulivi S., Marzi C., Nahli O., Cardillo F., and Pirrelli V. (2018) “ReadLet: piattaforma ICT per valutare l'efficienza di lettura”, I disturbi dell'Apprendimento-Abstract book XXVII Congresso Nazionale AIRIPA, XXVII Congresso Nazionale AIRIPA.
	37 ILC IFC	Ferro M., Cappa C., Giulivi S., Marzi C., Cardillo F., and Pirrelli V. (2018) “ReadLet: an ICT platform for the assessment of reading efficiency in early graders”, Book of Abstract of the 11th International Conference on the Mental Lexicon, 11th International Conference on the Mental Lexicon, pp. 61-61.
	38 ILC	Marzi C., Ferro M., and Pirrelli V. (2018) “Is inflectional irregularity dysfunctional to human processing?”, Book of Abstract of the 11th International Conference on the Mental Lexicon, 11th International Conference on the Mental Lexicon, pp. 60-60.
	39 ILC	Pirrelli V., Ferro M., Marzi C., Gagné C., Spalding T., and Marelli M. (2018) “Processing compounds: what frequency (alone) cannot explain”, Book of Abstract of the 11th International Conference on the Mental Lexicon, 11th International Conference on the Mental Lexicon, pp. 60-60.
2017 - Journal articles
	40 ILC	Bompolas S., Ferro M., Marzi C., Cardillo F. A., and Pirrelli V. (2017) “For a performance-oriented notion of regularity in inflection: the case of Modern Greek conjugation”, IJCOL, ISSN 2499-4553, vol. 3 (1), pp. 77-92.
	41 ILC	Marzi C., Ferro M., and Nahli O. (2017) “Arabic word processing and morphology induction through adaptive memory self-organisation strategies”, JOURNAL OF KING SAUD UNIVERSITY. COMPUTER AND INFORMATION SCIENCES, ISSN 2213-1248, vol. 29 (2), pp. 179-188.
2017 - Conference papers
	42 ILC	Cardillo F. A., Ferro M., Marzi C., and Pirrelli V. (2017) “How "deep" is learning word inflection?”, Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), ISBN 978-88-99982-76-8, Fourth Italian Conference on Computational Linguistics, Torino, Basili R., Nissim M., and Satta G. (eds.), published by Accademia University Press (Torino, DEU), vol. 2006, pp. 77-82.
2017 - Conference contributions
	43 ILC	Bompolas S., Marzi C., Ferro M., Cardillo F. A., Pirrelli V., and Ralli A. (2017) “Transparency and predictability in Modern Greek conjugation: Implications for models of word processing”, Proceedings of the 11th Mediterranean Morphology Meeting, MMM 11: 11th Mediterranean Morphology Meeting, pp. 17-19.
	44 ILC	Pirrelli V., Marzi C., Ferro M., and Cardillo F. A. (2017) “Paradigm Relative Entropy and Discriminative Learning”, Book of Abstract of the ParadigMo Workshop, ParadigMo 2017: First Workshop on Paradigmatic Word Formation Modeling, 5 pages.
2016 - Journal articles
	45 ILC	Marzi C., Ferro M., Cardillo F. A., and Pirrelli V. (2016) “Effects of frequency and regularity in an integrative model of word storage and processing”, ITALIAN JOURNAL OF LINGUISTICS, ISSN 2499-8117, vol. 28 (1), pp. 79-114.
2016 - Edited volumes
	46 ILC	Marzi C. and Pirrelli V. (eds.) (2016) “Word knowledge and word usage: A foreword”, ISSN 1720-9331, ISBN 978-88-15-26226-4, Bologna, published by Il Mulino (Bologna, ITA), pp. 3-6.
	47 ILC	Marzi C. and Pirrelli V. (eds.) (2016) “Word knowledge and word usage: A Foreword”, ISSN 2499-8117, Pisa, published by Pacini (Pisa, ITA), pp. 3-6.
2016 - Conference papers
	48 ILC	Bompolas S., Marzi C., Ferro M., Cardillo F. A., and Pirrelli V. (2016) “Reassessing inflectional regularity in Modern Greek conjugation”, CLiC-it & EVALITA 2016-Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), ISBN 978-88-99982-08-9, Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), Torino, Basile P., Corazza A., Monetmagni S., Nissim M., Patti V., Semeraro G., and Sprugnoli R. (eds.), published by Accademia University Press (Torino, ITA), vol. 1749, pp. 72-77.
2015 - Journal articles
	49 ILC	Marzi C. and Pirrelli V. (2015) “A Neuro-Computational Approach to Understanding the Mental Lexicon”, JOURNAL OF COGNITIVE SCIENCE, ISSN 1976-6939, vol. 16 (4), pp. 493-535.
2015 - Book chapters
	50 ILC	Pirrelli V., Ferro M., and Marzi C. (2015) “Computational complexity of abstractive morphology”, Understanding and Measuring Mprphological Complexity, ISBN 978-0-19-872376-9, Oxford, Baerman M., Brown D., and Corbett G. G. (eds.), published by Oxford University Press (Oxford, GBR), pp. 141-166.
2015 - Edited volumes
	51 ILC	Pirrelli V., Marzi C., and Ferro M. (eds.) (2015) “Proceedings of the NetWordS Final Conference on Word Knowledge and Word Usage: Representations and Processes in the Mental Lexicon”, Aachen, published by CEUR-WS. org (Aachen, DEU), vol. 1347, pp. 1-189.
2015 - Conference papers
	52 ILC	Ferro M., Marzi C., and Pirrelli V. (2015) “Lexical parsability and morphological structure”, ONLINE PROCEEDINGS OF THE MEDITERRANEAN MORPHOLOGY MEETINGS, ISSN 1826-7491, Morphology and Semantics-Ninth Mediterranean Morphology Meeting, Audring J., Koutsoukos N., Masini F., and Raffaelli I. (eds.), pp. 22-37.
	53 ILC	Marzi C., Ferro M., and Pirrelli V. (2015) “Lexical emergentism and the "frequency-by-regularity" interaction”, Word Knowledge and Word Usage 2015, NetWordS Final Conference on Word Knowledge and Word Usage: Representations and Processes in the Mental Lexicon, Pirrelli V., Marzi C., and Ferro M. (eds.), vol. 1347, pp. 37-41.
	54 ILC	Pirrelli V., Nahli O., Boschetti F., Del Gratta R., and Marzi C. (2015) “Computational Linguistics and Language Physiology: Insights from Arabic NLP and Cooperative Editing”, Third AIUCD Annual Conference-Humanities and Their Methods in the Digital Ecosystem, ISBN 978-1-4503-3295-8, Third AIUCD Annual Conference-Humanities and Their Methods in the Digital Ecosystem, Tomasi F., Del Turco R. R., and Tammaro A. M. (eds.), pp. 1-8.
2014 - Journal articles
	55 ILC	Marzi C., Ferro M., and Keuleers E. (2014) “Perception of typicality in the lexicon: Wordlikeness, lexical density and morphonotactic constraints”, SUVREMENA LINGVISTIKA, ISSN 0586-0296, vol. 40 (78), pp. 171-191.
	56 ILC	Marzi C., Ferro M., and Pirrelli V. (2014) “Morphological structure through lexical parsability”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XIII (2), pp. 263-290.
2014 - Conference papers
	57 ILC	Marzi C., Nahli O., and Ferro M. (2014) “Word Processing for Arabic Language: A reappraisal of morphology induction through adaptive memory self-organisation strategies”, IEEE Conference Publications-Catalog Number: CFP1467R-ART, ISBN 978-1-4799-5979-2, Third IEEE International Colloquium in Information Science and Technology (CIST), New York, El Mohajir M., Al Achhab M., Chahhou M., Mounir A., El Mohajir B., Pirrelli V., Zarghili A., and Elfar M. (eds.), published by IEEE (New York, USA), pp. 241-247.
	58 ILC	Pirrelli V., Marzi C., and Ferro M. (2014) “Two-dimensional Wordlikeness Effects in Lexical Organisation”, The First Italian Conference on Computational Linguistics-Proceedings, ISBN 978-8-86741-472-7, First Italian Conference on Computational Linguistics CLiC-it 2014 & Fourth International Workshop EVALITA 2014, Basili R., Lenci A., and Magnini B. (eds.), vol. 1, pp. 301-305.
2014 - Conference contributions
	59 ILC	Boschetti F., Del Gratta R., Marzi C., Nahli O., and Pirrelli V. (2014) “Modelli, metodi e strumenti per il trattamento automatico della lingua araba e per l'editing in ambienti collaborativi”, La metodologia della ricerca umanistica nell'ecosistema digitale-AIUCD 2014 Terzo convegno annuale, AIUCD 3rd annual conference, Rossi F. and Tomasi F. (eds.).
2013 - Journal articles
	60 ILC	Marzi C. (2013) “Innovation, language, and grey literature”, THE GREY JOURNAL, ISSN 1574-1796, vol. 9 (3), pp. 145-151.
	61 ILC	Marzi C. and Ferro M. (2013) “Adaptive strategies in lexical acquisition”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XII (2), pp. 307-328.
2013 - Conference papers
	62 ILC	Marzi C. (2013) “Innovation, language, and the web”, THE GL-CONFERENCE SERIES. CONFERENCE PROCEEDINGS, ISSN 1386-2316, ISBN 9789077484203, Fourteenth International Conference on Grey Literature, Amsterdam, Farace D. J., Frantzen J., and Greynet (eds.), published by TextRelease (Amsterdam, NLD), vol. GL CONFERENCE SERIES, N. 14-ISSN 1386-2316, pp. 153-159.
2013 - Conference contributions
	63 ILC	Marzi C., Ferro M., and Pirrelli V. (2013) “Lexical parsability and morphological structure”, Morphology and Semantics-Books of Abstracts, 9th Mediterannean Morphology Meeting on "Morphology and Semantics" (9th MMM), pp. 33-34.
2012 - Journal articles
	64 ILC	Marzi C. (2012) “First 'NetWordS'Workshop on Understanding the Architecture of the Mental Lexicon: Integration of Existing Approaches”, ERCIM NEWS, ISSN 0926-4981, vol. 89, pp. 52-52.
	65 ILC	Marzi C. (2012) “Knowledge communities in grey”, THE GREY JOURNAL, ISSN 1574-1796, vol. 8 (1), pp. 27-33.
	66 ILC	Marzi C., Ferro M., and Pirrelli V. (2012) “Word alignment and paradigm induction”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XI (2), pp. 251-274.
	67 ILC	Marzi C. and Pirrelli V. (2012) “Understanding the Architecture of the Mental Lexicon”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. XI (2), pp. 101-105.
2012 - Edited volumes
	68 ILC	Marzi C. and Pirrelli V. (eds.) (2012) “Understanding the Architecture of the Mental Lexicon”, ISSN 1720-9331, ISBN 978-88-15-23601-2, Bologna, published by Il Mulino (Bologna, ITA), pp. 101-274.
2012 - Conference papers
	69 ILC	Marzi C. (2012) “Knowledge communities in grey”, THE GL-CONFERENCE SERIES. CONFERENCE PROCEEDINGS, ISSN 1386-2316, ISBN 9789077484173, Thirteenth International Conference on Grey Literature: The Grey Circuit-From Social Networking to Wealth Creation (GL13), Amsterdam, Farace D. J. and Fratzen J. (eds.), published by TextRelease (Amsterdam, NLD), vol. 13, pp. 34-40.
	70 ILC ISTI	Marzi C., Ferro M., Caudai C., and Pirrelli V. (2012) “Evaluating Hebbian self-organizing memories for lexical representation and access”, Language Resources and Evaluation, ISBN 978-2-9517408-7-7, LREC'12-8th International Conference on Language Resources and Evaluation, Calzolari N., Choukri K., Declerck T., An M. U. D., Maegaard B., Mariani J., Odijk J., and Piperidis S. (eds.), pp. 886-893.
	71 ILC	Marzi C., Ferro M., and Pirrelli V. (2012) “Prediction and Generalisation in Word Processing and Storage”, Proceedings of the 8th Mediterranean Morphology Meeting on "Morphology and the architecture of the grammar", Eighth Mediterranean Morphology Meeting on "Morphology and the architecture of the grammar" (MMM8), Ralli A., Booij G., and Scalise S. (eds.), pp. 114-131.
2012 - Conference contributions
	72 ILC	Marzi C. (2012) “Innovation, Language, and the Web”, Tracking Innovation thorugh Grey Literature, ISBN 978-90-77484-19-7, Fourteenth international Conference on Grey Literature (GL14), Farace D. J., Frantzen J., and Greynet (eds.), vol. 14, pp. 85-88.
2011 - Journal articles
	73 ILC	Ferro M., Marzi C., and Pirrelli V. (2011) “A Self-Organizing Model of Word Storage and Processing: Implications for Morphology Learning”, LINGUE E LINGUAGGIO, ISSN 1720-9331, vol. 2, pp. 209-226.
	74 ILC	Marzi C., Pardelli G., and Sassi M. (2011) “A terminology based re-definition of Grey Literature”, THE GREY JOURNAL, ISSN 1574-1796, vol. 7 (1), pp. 19-23.
2011 - Conference papers
	75 ILC	Ferro M., Marzi C., and Pirrelli V. (2011) “T2HSOM: Understanding the Lexicon by Simulating Memory Processes for Serial Order”, First International Workshop on Lexical Resources, First International Workshop on Lexical Resources, Sagot B. (ed.), pp. 32-41.
	76 ILC	Marzi C., Pardelli G., and Sassi M. (2011) “A terminology based re-definition of Grey Literature”, THE GL-CONFERENCE SERIES. CONFERENCE PROCEEDINGS, ISSN 1386-2316, ISBN 9789077484166, Twelfth International Conference on Grey Literature: Trasparency in Grey Literature, Grey Tech Approaches to High Tech Issues, Amsterdam, Farace D. J. and Fratzen J. (eds.), published by TextRelease (Amsterdam, NLD), vol. 12, pp. 27-31.
2011 - Conference contributions
	77 ILC	Marzi C. (2011) “Knowledge Communities in Grey”, The Grey Circuit-From Social Networking to Wealth Creation, ISBN 978-90-77484-00-5, Thirteenth International Conference on Grey Literature: The Grey circuit-From Social networking to Wealth Creation, Farace D. J. and Fratzen J. (eds.), pp. 26-30.
2010 - Journal articles
	78 ILC	Marzi C., Pardelli G., and Sassi M. (2010) “Grey literature and computational linguistics: From paper to net”, THE GREY JOURNAL, ISSN 1574-1796, vol. 6 (3), pp. 145-148.
2010 - Conference papers
	79 ILC	Marzi C., Pardelli G., and Sassi M. (2010) “Grey Literature and Computational Linguistics: From Paper to Net”, THE GL-CONFERENCE SERIES. CONFERENCE PROCEEDINGS, ISSN 1386-2316, ISBN 978-90-77484-13-5, Eleventh International Conference on Grey Literature. The Grey Mosaic, Piecing it All Together, Amsterdam, Farace D. J. and Frantzen J. (eds.), published by TextRelease (Amsterdam, NLD), vol. 11, pp. 81-84.
2010 - Conference contributions
	80 ILC	Marzi C., Pardelli G., and Sassi M. (2010) “A Terminology Based Re-Definition of Grey Literature”, Trasparency in Grey Literature, Grey Tech Approaches to High Tech Issues, ISBN 978-90-77484-15-9, Twelfth International Conference on Grey Literature: Trasparency in Grey Literature, Grey Tech Approaches to High Tech Issues, Farace D. J. and Fratzen J. (eds.), vol. 12, pp. 24-28.
2009 - Conference contributions
	81 ILC	Marzi C., Pardelli G., and Sassi M. (2009) “Grey Literature and Computational Limguistics: From Paper to Net”, Eleventh International Conference on Grey Literature "The Grey Mosaic, Piecing it All Together" Acronimo titolo evento, ISBN 978-90-77484-14-2, Eleventh International Conference on Grey Literature "The Grey Mosaic, Piecing it All Together", Farace D. J. and Frantzen J. (eds.), pp. 81-84.
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