A. Alishahi and S. Stevenson, A Computational Model of Early Argument Structure Acquisition, Cognitive Science, vol.32, issue.5, pp.789-834, 2008.

I. Amato and A. Lenci, Story of a Construction: Statistical and Distributional Analysis of the Development of the Italian Gerundival Construction, Strutture Linguistiche e Dati Empirici in Diacronia e Sincronia, pp.135-158, 2017.

F. Collin and . Baker, FrameNet, Current Collaborations and Future Goals. Language, Resources and Evaluation, vol.46, pp.269-286, 2012.

C. F. Baker, C. J. Fillmore, and J. B. Lowe, The Berkeley FrameNet project, Proceedings of COLING-ACL, pp.86-90, 1998.

L. Barak and A. Goldberg, Modeling the Partial Productivity of Constructions, Proceeedings of the 2017 AAAI Spring Symposium Series on Computational Construction Grammar and Natural Language Understanding, pp.131-138, 2017.

M. Baroni, R. Bernardi, and R. Zamparelli, Frege in Space: A Program of Compositional Distributional Semantics. Linguistic Issues in Language Technology, vol.9, pp.5-110, 2014.

M. Baroni and A. Lenci, Distributional Memory: A General Framework for Corpus-Based Semantics, Computational Linguistics, vol.36, issue.4, pp.673-721, 2010.

P. Blache, Property Grammars: A Fully Constraint-Based Theory, Constraint Solving and Language Processing, vol.3438, pp.1-16, 2004.
URL : https://hal.archives-ouvertes.fr/hal-00134202

P. Blache, Representing Syntax by Means of Properties: A Formal Framework for Descriptive Approaches, Journal of Language Modelling, vol.4, issue.2, pp.183-224, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01460032

T. Botschen, I. Hatem-mousselly-sergieh, and . Gurevych, Prediction of Frame-to-Frame Relations in the FrameNet Hierarchy with Frame Embeddings, Proceedings of the ACL Workshop on Representation Learning for NLP, pp.146-156, 2017.

J. Tang and B. , Usage-Based Models of Language, Experimental and Quantitative Linguistics, pp.351-419, 2009.

L. Busso, L. Pannitto, and A. Lenci, Modelling Italian Construction Flexibility with Distributional Semantics: Are Constructions Enough?, Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), pp.68-74, 2018.

J. Bybee, Language, Usage and Cognition, 2010.

D. Casenhiser and A. E. Goldberg, Fast Mapping Between a Phrasal Form and Meaning, Developmental science, vol.8, issue.6, pp.500-508, 2005.

E. Chersoni, P. Blache, and A. Lenci, Towards a Distributional Model of Semantic Complexity, Proceedings of the COLING Workshop on Computational Linguistics for Linguistic Complexity (CL4LC), pp.12-22, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01448957

E. Chersoni, A. Lenci, and P. Blache, Logical Metonymy in a Distributional Model of Sentence Comprehension, Proceedings of *SEM, pp.168-177, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01572187

E. Chersoni, E. Santus, L. Pannitto, A. Lenci, P. Blache et al., A Structured Distributional Model of Sentence Meaning and Processing. Journal of Natural Language Engineering, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02151765

S. Cordeiro, A. Villavicencio, M. Idiart, and C. Ramisch, Unsupervised Compositionality Prediction of Nominal Compounds, Computational Linguistics, vol.45, pp.1-57, 2019.

J. Dunn, Computational Learning of Construction Grammars, Language and Cognition, vol.9, issue.2, pp.254-292, 2017.

J. Dunn, Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar, Proceedings of the NAACL Workshop on Cognitive Modeling and Computational Linguistics, 2019.

J. L. Elman, Systematicity in the Lexicon: On Having Your Cake and Eating It Too, The Architecture of Cognition, pp.115-145, 2014.

K. Erk, S. Padó, and U. Padó, A Flexible, Corpus-Driven Model of Regular and Inverse Selectional Preferences, Computational Linguistics, vol.36, issue.4, pp.723-763, 2010.

C. J. Fillmore, Frame Semantics. Linguistics in the Morning Calm, pp.111-148, 1982.

J. Charles and . Fillmore, The Mechanisms of Construction Grammar, Annual Meeting of the Berkeley Linguistics Society, vol.14, pp.35-55, 1988.

A. E. Goldberg, The Emergence of the Semantics of Argument Structure Constructions, The Emergence of Language, pp.197-212, 1999.

A. E. Goldberg, Constructions: A New Theoretical Approach to Language, Trends in Cognitive Sciences, vol.7, issue.5, pp.219-224, 2003.

A. E. Goldberg, Constructions at Work: The Nature of Generalization in Language, 2006.

E. Grefenstette and M. Sadrzadeh, Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning, Computational Linguistics, vol.41, issue.1, pp.71-118, 2015.

S. Th, Extending Collostructional Analysis. A Corpus-Based Perspective on 'Alternations', International Journal of Corpus Linguistics, vol.9, issue.1, pp.97-129, 2004.

P. Hagoort, MUC (Memory, Unification, Control) and Beyond, Frontiers in Psychology, vol.4, pp.1-13, 2013.
DOI : 10.3389/fpsyg.2013.00416
URL : https://www.frontiersin.org/articles/10.3389/fpsyg.2013.00416/pdf

P. Hagoort, MUC (Memory, Unification, Control): A Model on the Neurobiology of Language Beyond Single Word Processing, Neurobiology of language, pp.339-347, 2015.

S. Zellig and . Harris, Distributional Structure. Word, vol.10, pp.146-62, 1954.

T. Hoffman and G. Trousdale, The Oxford Handbook of Construction Grammar, 2013.

T. Brendan and M. Johns, Generating Structure from Experience: A Retrieval-Based Model of Language Processing, Canadian Journal of Experimental Psychology, vol.69, issue.3, pp.233-251, 2015.

M. A. Johnson and A. E. Goldberg, Evidence for Automatic Accessing of Constructional Meaning: Jabberwocky Sentences Prime Associated Verbs. Language and Cognitive Processes, vol.28, pp.1439-1452, 2013.

K. Kann, A. Warstadt, A. Williams, and S. Bowman, Verb Argument Structure Alternations in Word and Sentence Embeddings, Proceedings of the Society for Computation in Linguistics (SCiL) 2019, pp.287-297, 2019.

G. R. Kuperberg and T. F. Jaeger, What Do We Mean by Prediction in Language Comprehension? Language Cognition & Neuroscience, p.3798, 2015.

E. Gianluca, A. Lebani, and . Lenci, Modelling the Meaning of Argument Constructions with Distributional Semantics, Proceedings of the AAAI 2017 Spring Symposium on Computational Construction Grammar and Natural Language Understanding, pp.197-204, 2017.

E. Gianluca, A. Lebani, and . Lenci, A Distributional Model of Verb-Specific Semantic Roles Inferences, Language, Cognition, and Computational Models, pp.118-158, 2018.

A. Lenci, Composing and Updating Verb Argument Expectations: A Distributional Semantic Model, Proceedings of the ACL Workshop on Cognitive Modeling and Computational Linguistics, pp.58-66, 2011.

A. Lenci, Distributional Models of Word Meaning, Annual Review of Linguistics, vol.4, issue.1, pp.151-171, 2018.

N. Levshina and K. Heylen, A Radically Data-Driven Construction Grammar: Experiments with Dutch Causative Constructions, pp.17-46, 2014.

P. Mandera, E. Keuleers, and M. Brysbaert, Explaining Human Performance in Psycholinguistic Tasks with Models of Semantic Similarity Based on Prediction and Counting: A Review and Empirical Validation, Journal of Memory and Language, vol.92, pp.57-78, 2017.

B. Mcelree, J. Matthew, M. J. Traxler, R. E. Pickering, R. Seely et al., Reading Time Evidence for Enriched Composition. Cognition, vol.78, pp.17-25, 2001.

K. Mcrae and K. Matsuki, People Use their Knowledge of Common Events to Understand Language, and Do So as Quickly as Possible, vol.3, pp.1417-1429, 2009.

A. Laura and . Michaelis, Sign-Based Construction Grammar, The Oxford Handbook of Construction Grammar, pp.133-152, 2013.

T. Mikolov, I. Sutskever, K. Chen, G. Corrado, and J. Dean, Distributed Representations of Words and Phrases and their Compositionality, Advances in Neural Information Processing Systems (NIPS 2013), pp.3111-3119, 2013.

J. Mitchell, M. Lapata, V. Demberg, and F. Keller, Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure, Proceedings of ACL, pp.196-206, 2010.

M. Paczynski and G. R. Kuperberg, Multiple Influences of Semantic Memory on Sentence Processing: Distinct Effects of Semantic Relatedness on Violations of Real-World Event/State Knowledge and Animacy Selection Restrictions, J Memory and Language, vol.67, issue.4, 2012.

F. Perek, Using Distributional Semantics to Study Syntactic Productivity in Diachrony: A Case Study, Linguistics, vol.54, issue.1, pp.149-188, 2016.

F. Perek, Recent Change in the Productivity and Schematicity of the Way-Construction: A Distributional Semantic Analysis. Corpus Linguistics and Linguistic Theory, vol.14, pp.65-97, 2018.

J. Ruppenhofer, M. Ellsworth, M. Schwarzer-petruck, R. Christopher, and . Johnson, FrameNet II: Extended Theory and Practice, 2016.

A. Ivan and . Sag, Sign-Based Construction Grammar: An Informal Synopsis, Sign-based construction grammar, vol.193, pp.69-202, 2012.

E. Santus, E. Chersoni, A. Lenci, and P. Blache, Measuring Thematic Fit with Distributional Feature Overlap, Proceedings of EMNLP, pp.648-658, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01588246

A. Sayeed, S. Fischer, and V. Demberg, Vector-Space Calculation of Semantic Surprisal for Predicting Word Pronunciation Duration, Proceedings of ACL-IJCNLP, pp.763-773, 2015.

A. Sayeed, C. Greenberg, and V. Demberg, Thematic Fit Evaluation: An Aspect of Selectional Preferences, Proceedings of the ACL Workshop on Evaluating Vector-Space Representations for NLP, pp.99-105, 2016.

M. Silvio, G. Senaldi, E. Gianluca, A. Lebani, and . Lenci, Lexical Variability and Compositionality: Investigating Idiomaticity with Distributional Semantic Models, Proceedings of the ACL Workshop on Multiword Expressions, pp.21-31, 2016.

J. Sikos and S. Padó, Using Embeddings to Compare FrameNet Frames Across Languages, Proceedings of the COLING Workshop on Linguistic Resources for Natural Language Processing, pp.91-101, 2018.

M. Tommasello, Constructing a Language: A Usage-Based Theory of Language Acquisition, 2003.

J. Matthew, M. J. Traxler, B. Pickering, and . Mcelree, Coercion in Sentence Processing: Evidence from Eye-Movements and SelfPaced Reading, Journal of Memory and Language, vol.47, issue.4, pp.530-547, 2002.

D. Ustalov, A. Panchenko, A. Kutuzov, C. Biemann, and S. P. Ponzetto, Unsupervised Semantic Frame Induction Using Triclustering, Proceedings of ACL, pp.55-62, 2018.

K. Woodsend and M. Lapata, Distributed Representations for Unsupervised Semantic Role Labeling, Proceedings of EMNLP, pp.2482-2491, 2015.