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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2023 - Journal articles
	1 ILC	Marzi C. and Pirrelli V. (2023) “A discriminative information-theoretical analysis of the regularity gradient in inflectional morphology”, Morphology (Dordrecht), ISSN 1871-5621, published by Springer (Heidelberg, Paesi Bassi), pp. 1-51.
	2 ILC	Mazzarino S. and Marzi C. (2023) “Morphological processing in Italian L2 developing readers: a pilot study”, Lingue e linguaggio, ISSN 1720-9331, published by Il Mulino, Bologna (Italia), vol. XXII, pp. 143-166.
2022 - Journal articles
	3 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, published by Molecular Diversity Preservation International (Basel), vol. 12, pp. 1-17.
2022 - Book chapters
	4 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, Levie R., Bar On A., Ashkenazi O., Dattner E., and Brandes G. (eds.), published by Springer (Dordrecht, NLD), vol. 23, pp. 443-471.
	5 ILC	Marzi C. and Pirrelli V. (2022) “Psycholinguistic Research on Inflectional Morphology in the Romance Languages”, Oxford Encyclopedia of Romance Linguistics, ISBN 9780199384655, Loporcaro M. (ed.), published by Oxford University Press (Oxford, GBR), pp. 1-44.
2022 - Conference contributions
	6 ILC	Marzi C., Narzisi A., Ferro M., Masi G., Milone A., Viglione V., Pelagattis, Tomassini I., and Pirrelli V. (2022) “Patterns of finger-tracking in Italian early readers with Autism Spectrum Disorder”, 2022 annual meeting abstract book, INSAR, Austin, Texas, 11-14/05/2022, vol. 2022, pp. 192-192.
	7 ILC	Marzi C. and Pirrelli V. (2022) “An information-theoretic analysis of the inflectional regular-irregular gradient for optimal processing units”, 20th International Morphology Meeting-(Dedicated to the memory of Ferenc Kiefer), Budapest, 01-04/09/2022, pp. 50-51.
2021 - Journal articles
	8 ILC	Marzi C., Greco A., Scilingo E. P., 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 (Print), ISSN 1746-8094, published by Elsevier (Oxford, Regno Unito), vol. 67, pp. 1-8.
2021 - Books
	9 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, published by Franco Angeli (Milano, ITA), vol. 1095. 82, pp. 5-171.
2021 - Conference papers
	10 IFC ILC	Taxitari L., Cappa C., Ferro M., Marzi C., Nadalini A., and Pirrelli V. (2021) “Using mobile technology for reading assessment”, ISBN 9781728166469, 6th IEEE Congress on Information Science & Technology (IEEE CIST'20), online, 05/06/2021, pp. 1-6.
2021 - Conference contributions
	11 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, Bergamo (I), 11-12/02/2021, vol. 2021, pp. 5-5.
2020 - Journal articles
	12 ILC	Marzi C. (2020) “Modeling Word Learning and Processing with Recurrent Neural Networks”, Information (Basel), ISSN 2078-2489, published by Molecular Diversity Preservation International (Basel), vol. 11, 14 pages.
	13 ILC	Marzi C. (2020) “Modelling the interaction of regularity and morphological structure: the case of Russian verb inflection”, Lingue e linguaggio, ISSN 1720-9331, published by Il Mulino, Bologna (Italia), vol. XIX, pp. 131-156.
2020 - Book chapters
	14 ILC	Marzi C., Blevins J. 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, Pirrelli V., Plag I., and Dressler W. U. (eds.), published by De Gruyter Saur (Berlin/Munich, DEU), vol. 337, pp. 228-294.
	15 ILC	Pirrelli V., Marzi C., Ferro M., Cardillo F. A., Baayen H. R., and Milin P. (2020) “Psycho-computational modelling of the mental lexicon”, Word Knowledge and Word Usage, ISBN 9783110440577, Pirrelli V., Plag I., and Dressler W. U. (eds.), published by De Gruyter Saur (Berlin/Munich, DEU), vol. 337, pp. 23-82.
2020 - Conference papers
	16 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, ISSN 1613-0073, Italian Conference on Computational Linguistics 2020, Bologna, 1-3/03/2021, Monti J., Dell'Orletta F., and Tamburini F. (eds.), published by CEUR-WS. org (Aachen, DEU), vol. vol-2769, pp. 1-7.
2020 - Conference contributions
	17 IFC ILC	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 International Conference, Montreal (Canada), 16-18/10/2020, 1 page.
2019 - Journal articles
	18 ILC	Marzi C., Ferro M., and Pirrelli V. (2019) “A processing-oriented investigation of inflectional complexity”, Frontiers in communication, ISSN 2297-900X, published by Frontiers Media (Lausanne, Svizzera), vol. 4, pp. 1-23.
2019 - Conference papers
	19 ILC	Greco A., Marzi C., Lanata A., Scilingo E. P., and Vanello N. (2019) “Combining Electrodermal Activity and Speech Analysis towards a more Accurate Emotion Recognition System”, Conference proceedings (IEEE Eng. Med. Biol. Soc., Conf.), ISSN 1557-170X, ISBN 978-1-5386-1311-5, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 23-27 July 20, published by IEEE Service Center (Piscataway, NJ, Stati Uniti d'America), vol. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 229-232.
	20 ILC	Marzi C., Greco A., Scilingo E. P., 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, Firenze, 17-19/12/2019, Manfredi C. (ed.), published by Firenze University Press (Firenze, Italia), vol. 122, pp. 93-96.
	21 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 (ISMo) 2019, Université de Paris, France, 25-27/09/2019, Crysmann B. and Villoing F. (eds.), vol. 2019, pp. 107-110.
2018 - Journal articles
	22 ILC	Cardillo F. A., Ferro M., Marzi C., and Pirrelli V. (2018) “Deep Learning of Inflection and the Cell-Filling Problem”, Italian Journal of Computational Linguistics, ISSN 2499-4553, published by aAccademia University Press, Torino (Italia), vol. 4, pp. 57-75.
	23 ILC	Ferro M., Marzi C., and Pirrelli V. (2018) “Discriminative word learning is sensitive to inflectional entropy”, Lingue e linguaggio, ISSN 1720-9331, published by Il Mulino, Bologna (Italia), vol. XVII, pp. 307-327.
2018 - Book chapters
	24 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, Chini M. and Cuzzolin P. (eds.), published by Franco Angeli (Milano, ITA), vol. 1095. 79, pp. 219-232.
2018 - Conference papers
	25 ILC	Ferro M., Cappa C., Giulivi S., Marzi C., Nahli O., Cardillo F. A., and Pirrelli V. (2018) “ReadLet: Reading for Understanding”, ISBN 978-1-5386-4385-3, IEEE-CIST2018 LED-ICT, Marrakech, Morocco, 21-27/10/2018, published by IEEE (New York, USA), pp. 404-409.
	26 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), Miyazaki, Japan, 7-12/05/2018, Calzolari N., Choukri K., Cieri C., Declerck T., Goggi S., Hasida K., Isahara H., Maegaard B., Mariani J., Mazo H., Moreno A., Odijk J., Piperidis S., and Tokunaga T. (eds.), published by European language resources association (ELRA) (Paris, FRA), vol. 2018, pp. 3860-3866.
2018 - Conference contributions
	27 IFC ILC	Cappa C., Ferro M., Giulivi S., Marzi C., Nahli O., Cardillo F. A., and Pirrelli V. (2018) “ReadLet: piattaforma ICT per valutare l'efficienza di lettura”, XXVII Congresso Nazionale AIRIPA, Arezzo (Italy), 28-29/09/2018.
	28 IFC ILC	Ferro M., Cappa C., Giulivi S., Marzi C., Cardillo F. A., and Pirrelli V. (2018) “ReadLet: an ICT platform for the assessment of reading efficiency in early graders”, 11th International Conference on the Mental Lexicon, Edmonton, Alberta (Canada), 25-28/09/2018, pp. 61-61.
	29 ILC	Marzi C., Ferro M., and Pirrelli V. (2018) “Is inflectional irregularity dysfunctional to human processing?”, 11th International Conference on the Mental Lexicon, Edmonton, Alberta (Canada), 25-28/09/2018, pp. 60-60.
	30 ILC	Pirrelli V., Ferro M., Marzi C., Gagné C., Spalding T., and Marelli M. (2018) “Processing compounds: what frequency (alone) cannot explain”, 11th International Conference on the Mental Lexicon, Edmonton (Canada), 25-28/09/2018, pp. 60-60.
2017 - Journal articles
	31 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”, Italian Journal of Computational Linguistics, ISSN 2499-4553, published by aAccademia University Press, Torino (Italia), vol. 3, pp. 77-92.
	32 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 (Online), ISSN 2213-1248, published by Elsevier (Amsterdam, Paesi Bassi), vol. 29, pp. 179-188.
2017 - Conference papers
	33 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), ISSN 1613-0073, ISBN 978-88-99982-76-8, Fourth Italian Conference on Computational Linguistics, Roma, 11-13/12/2017, Basili R., Nissim M., and Satta G. (eds.), published by Accademia University Press (Torino, ITA), vol. 2006, pp. 77-82.
2017 - Conference contributions
	34 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”, MMM 11: 11th Mediterranean Morphology Meeting, Cyprus, 22-25/06/2017, pp. 17-19.
	35 ILC	Pirrelli V., Marzi C., Ferro M., and Cardillo F. A. (2017) “Paradigm Relative Entropy and Discriminative Learning”, ParadigMo 2017: First Workshop on Paradigmatic Word Formation Modeling, Toulouse, 19-20/06/2017, 5 pages.
2016 - Journal articles
	36 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”, Rivista di Linguistica, ISSN 1120-2726, published by Pacini (Ospedaletto, Italia), vol. 28, pp. 79-114.
2016 - Edited volumes
	37 ILC	Marzi C. and Pirrelli V. (eds.) (2016) “Word knowledge and word usage: A Foreword”, published by Pacini (Pisa, ITA), vol. 28. 1, pp. 3-6.
	38 ILC	Marzi C. and Pirrelli V. (eds.) (2016) “Word knowledge and word usage: A foreword”, ISBN 978-88-15-26226-4, published by Il Mulino (Bologna, ITA), vol. XV. 1, pp. 3-6.
2016 - Conference papers
	39 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), ISSN 1613-0073, 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), Napoli, Italy, 05-07/12/2016, 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
	40 ILC	Marzi C. and Pirrelli V. (2015) “A Neuro-Computational Approach to Understanding the Mental Lexicon”, Journal of cognitive science (Seoul. Online), ISSN 1976-6939, published by Institute for cognitive science, Seoul national university (Seoul, Corea del Sud), vol. 16, pp. 493-535.
2015 - Book chapters
	41 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, Baerman M., Brown D., and Corbett G. G. (eds.), published by Oxford University Press (Oxford, GBR), pp. 141-166.
2015 - Edited volumes
	42 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”, published by CEUR-WS. org (Aachen, DEU), vol. 1347, pp. 1-189.
2015 - Conference papers
	43 ILC	Ferro M., Marzi C., and Pirrelli V. (2015) “Lexical parsability and morphological structure”, Morphology and Semantics, ISSN 1826-7491, Morphology and Semantics-Ninth Mediterranean Morphology Meeting, Dubrovnik (Croatia), 15-18/09/2013, Audring J., Koutsoukos N., Masini F., and Raffaelli I. (eds.), published by Università degli Studi di Bologna (Bologna, Italia), pp. 22-37.
	44 ILC	Marzi C., Ferro M., and Pirrelli V. (2015) “Lexical emergentism and the "frequency-by-regularity" interaction”, Word Knowledge and Word Usage 2015, ISSN 1613-0073, NetWordS Final Conference on Word Knowledge and Word Usage: Representations and Processes in the Mental Lexicon, Pisa (Italy), 30-31/03 01/04 2015, Pirrelli V., Marzi C., and Ferro M. (eds.), published by M. Jeusfeld c/o Redaktion Sun SITE, Informatik V, RWTH Aachen (Aachen, Germania), vol. 1347, pp. 37-41.
	45 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, Bologna (IT), 18-19/09/2014, Tomasi F., Del Turco R. R., and Tammaro A. M. (eds.), pp. 1-8.
2014 - Journal articles
	46 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, published by Zavod za lingvistiku Filozofskog fakulteta (Zagreb, Croazia), vol. 40, pp. 171-191.
	47 ILC	Marzi C., Ferro M., and Pirrelli V. (2014) “Morphological structure through lexical parsability”, Lingue e linguaggio, ISSN 1720-9331, published by Il Mulino, Bologna (Italia), vol. XIII, pp. 263-290.
2014 - Conference papers
	48 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), Tetuan (Morocco), 20-22/10/2014, 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.
	49 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, Pisa, Italy, 9-11/12/2014, Basili R., Lenci A., and Magnini B. (eds.), vol. 1, pp. 301-305.
2014 - Conference contributions
	50 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, Bologna, 18-19 settembre 2014, Rossi F. and Tomasi F. (eds.).
2013 - Journal articles
	51 ILC	Marzi C. (2013) “Innovation, language, and grey literature”, The Grey journal (Print), ISSN 1574-1796, published by TextRelease (Amsterdam, Paesi Bassi), vol. 9, pp. 145-151.
	52 ILC	Marzi C. and Ferro M. (2013) “Adaptive strategies in lexical acquisition”, Lingue e linguaggio, ISSN 1720-9331, published by Il Mulino, Bologna (Italia), vol. XII, pp. 307-328.
2013 - Conference papers
	53 ILC	Marzi C. (2013) “Innovation, language, and the web”, Tracking innovation thorugh grey literature, ISSN 1386-2316, ISBN 9789077484203, Fourteenth International Conference on Grey Literature, CNR, Rome Italy, 29-30 November 2012, Farace D. J., Frantzen J., and Greynet (eds.), published by TextRelease (Amsterdam, NLD), vol. 14, pp. 153-159.
2013 - Conference contributions
	54 ILC	Marzi C. and Daelemans W. (2013) “On memory and computation: a reappraisal of German noun plural inflection”, Third NetWordS Workshop on "Variation and Adaptation in Lexical Processing and Acquisition", Dubrovnik, Croatia, 19-20/09/2013.
	55 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), Dubrovnik, Croatia, 15-18/09/2013, pp. 33-34.
2012 - Journal articles
	56 ILC	Marzi C. (2012) “First 'NetWordS'Workshop on Understanding the Architecture of the Mental Lexicon: Integration of Existing Approaches”, ERCIM news, ISSN 0926-4981, published by ERCIM (Le Chesnay), vol. 89, pp. 52-52.
	57 ILC	Marzi C. (2012) “Knowledge communities in grey”, The Grey journal (Print), ISSN 1574-1796, published by TextRelease (Amsterdam, Paesi Bassi), vol. 8, pp. 27-33.
	58 ILC	Marzi C., Ferro M., and Pirrelli V. (2012) “Word alignment and paradigm induction”, Lingue e linguaggio, ISSN 1720-9331, published by Il Mulino, Bologna (Italia), vol. XI, pp. 251-274.
	59 ILC	Marzi C. and Pirrelli V. (2012) “Understanding the Architecture of the Mental Lexicon”, Lingue e linguaggio, ISSN 1720-9331, published by Il Mulino, Bologna (Italia), vol. XI, pp. 101-105.
2012 - Edited volumes
	60 ILC	Marzi C. and Pirrelli V. (eds.) (2012) “Understanding the Architecture of the Mental Lexicon”, ISBN 978-88-15-23601-2, published by Il Mulino (Bologna, ITA), vol. XI, pp. 101-274.
2012 - Conference papers
	61 ILC	Marzi C. (2012) “Knowledge communities in grey”, The Grey Circuit-From Social Networking to Wealth Creation, ISSN 1386-2316, ISBN 9789077484173, Thirteenth International Conference on Grey Literature: The Grey Circuit-From Social Networking to Wealth Creation (GL13), Washington D. C.-USA, 05-06/12 2011, Farace D. J. and Fratzen J. (eds.), published by TextRelease (Amsterdam, NLD), vol. 13, pp. 34-40.
	62 ILC	Marzi C., Ferro M., Caudai C., and Pirrelli V. (2012) “Evaluating Hebbian Self-Organizing Memories for Lexical Representation and Access”, ISBN 978-2-9517408-7-7, 8th International Conference on Language Resources and Evaluation, Istanbul, Turkey, 23-25/05/2012, Calzolari N., Choukri K., Declerck T., Uğur Doğan M., Maegaard B., Mariani J., Odijk J., and Piperidis S. (eds.), pp. 886-893.
	63 ILC	Marzi C., Ferro M., and Pirrelli V. (2012) “Prediction and Generalisation in Word Processing and Storage”, Eighth Mediterranean Morphology Meeting on "Morphology and the architecture of the grammar" (MMM8), Cagliari, Italy, 14-17 September 2011, Ralli A., Booij G., Scalise S., and Karasimos A. (eds.), pp. 114-131.
2012 - Conference contributions
	64 ILC	Marzi C. (2012) “Innovation, Language, and the Web”, Tracking Innovation thorugh Grey Literature, ISSN 1385-2308, ISBN 978-90-77484-19-7, Fourteenth international Conference on Grey Literature (GL14), National Research Council, Rome-Italy, 29-30 November 2012, Farace D. J., Frantzen J., and Greynet (eds.), vol. 14, pp. 85-88.
2011 - Journal articles
	65 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, published by Il Mulino, Bologna (Italia), vol. 2, pp. 209-226.
	66 ILC	Marzi C., Pardelli G., and Sassi M. (2011) “A terminology based re-definition of Grey Literature”, The Grey journal (Print), ISSN 1574-1796, published by TextRelease (Amsterdam, Paesi Bassi), vol. 7, pp. 19-23.
2011 - Conference papers
	67 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, Ljubljana Slovenia, 1-5 Agosto 2011, Sagot B. (ed.), pp. 32-41.
	68 ILC	Marzi C., Pardelli G., and Sassi M. (2011) “A terminology based re-definition of Grey Literature”, Trasparency in Grey Literature, Grey Tech Approaches to High Tech Issues, ISSN 1386-2316, ISBN 9789077484166, Twelfth International Conference on Grey Literature: Trasparency in Grey Literature, Grey Tech Approaches to High Tech Issues, Praga, 6-7 dicembre 2010, Farace D. J. and Fratzen J. (eds.), published by TextRelease (Amsterdam, NLD), vol. 12, pp. 27-31.
2011 - Conference contributions
	69 ILC	Marzi C. (2011) “Knowledge Communities in Grey”, The Grey Circuit-From Social Networking to Wealth Creation, ISSN 1385-2308, ISBN 978-90-77484-00-5, Thirteenth International Conference on Grey Literature: The Grey circuit-From Social networking to Wealth Creation, Washington D. C.-USA, 5-6 December 2011, Farace D. J. and Fratzen J. (eds.), vol. 13, pp. 26-30.
2010 - Journal articles
	70 ILC	Marzi C., Pardelli G., and Sassi M. (2010) “Grey literature and computational linguistics: From paper to net”, The Grey journal (Print), ISSN 1574-1796, published by TextRelease (Amsterdam, Paesi Bassi), vol. 6, pp. 145-148.
2010 - Conference papers
	71 ILC	Marzi C., Pardelli G., and Sassi M. (2010) “Grey Literature and Computational Linguistics: From Paper to Net”, The Grey Mosaic, Piecing it All Together, ISSN 1386-2316, ISBN 978-90-77484-13-5, Eleventh International Conference on Grey Literature. The Grey Mosaic, Piecing it All Together, Washington, DC, 14-15 dicembre 2009, Farace D. J. and Frantzen J. (eds.), published by TextRelease (Amsterdam, NLD), vol. 11, pp. 81-84.
2010 - Conference contributions
	72 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, ISSN 1385-2308, ISBN 978-90-77484-15-9, Twelfth International Conference on Grey Literature: Trasparency in Grey Literature, Grey Tech Approaches to High Tech Issues, Prague, 6-7/12/2010, Farace D. J. and Fratzen J. (eds.), vol. 12, pp. 24-28.
2009 - Conference contributions
	73 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", Washington, DC, 14-15 December 2009, Farace D. J. and Frantzen J. (eds.), vol. 11, pp. 81-84.
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physiology of communication