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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 20 of 20 1 Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge Pedinotti, Paolo; Rambelli, Giulia; Chersoni, Emmanuele... In: Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics ; SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics ; https://hal.archives-ouvertes.fr/hal-03312774 ; SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, Aug 2021, Online, France. pp.1-11, ⟨10.18653/v1/2021.starsem-1.1⟩ (2021) BASE Show details 2 Not all arguments are processed equally: a distributional model of argument complexity Chersoni, Emmanuele; Santus, Enrico; Lenci, Alessandro... In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03533181 ; Language Resources and Evaluation, Springer Verlag, 2021, 55 (4), pp.873-900. ⟨10.1007/s10579-021-09533-9⟩ (2021) BASE Show details 3 Not all arguments are processed equally: a distributional model of argument complexity Chersoni, Emmanuele; Santus, Enrico; Lenci, Alessandro... In: Springer Netherlands (2021) BASE Show details 4 Decoding Word Embeddings with Brain-Based Semantic Features ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chersoni, Emmanuele; Huang, Chu-ren. - : Underline Science Inc., 2021 BASE Show details 5 Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Blache, Philippe; Chersoni, Emmanuele. - : Underline Science Inc., 2021 BASE Show details 6 Cognitive Aspects of the Lexicon (COGALEX-VI) ; Cognitive Aspects of the Lexicon (COGALEX-VI): Proceedings of the Workshop, December 12, 2020, Barcelona, Spain (Online) Zock, Michael; Lenci, Alessandro; Chersoni, Emmanuele. - : HAL CCSD, 2020 In: https://hal.archives-ouvertes.fr/hal-03168880 ; 2020 (2020) BASE Show details 7 Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation Rambelli, Giulia; Chersoni, Emmanuele; Lenci, Alessandro... In: Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP) ; https://hal.archives-ouvertes.fr/hal-03042410 ; Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-IJCNLP), Dec 2020, Suzhou, China (2020) BASE Show details 8 A Structured Distributional Model of Sentence Meaning and Processing Chersoni, Emmanuele; Santus, Enrico; Pannitto, Ludovica... In: ISSN: 1351-3249 ; EISSN: 1469-8110 ; Natural Language Engineering ; https://hal.archives-ouvertes.fr/hal-02151765 ; Natural Language Engineering, Cambridge University Press (CUP), 2019, 25, no. 4 (2019) BASE Show details 9 Distributional Semantics Meets Construction Grammar. Towards a Unified Usage-Based Model of Grammar and Meaning Rambelli, Giulia; Chersoni, Emmanuele; Blache, Philippe... In: First International Workshop on Designing Meaning Representations (DMR 2019) ; https://hal.archives-ouvertes.fr/hal-02146537 ; First International Workshop on Designing Meaning Representations (DMR 2019), Aug 2019, Florence, Italy (2019) BASE Show details 10 A Structured Distributional Model of Sentence Meaning and Processing ... Chersoni, Emmanuele; Santus, Enrico; Pannitto, Ludovica; Lenci, Alessandro; Blache, Philippe; Huang, Chu-Ren. - : arXiv, 2019 Abstract: Most compositional distributional semantic models represent sentence meaning with a single vector. In this paper, we propose a Structured Distributional Model (SDM) that combines word embeddings with formal semantics and is based on the assumption that sentences represent events and situations. The semantic representation of a sentence is a formal structure derived from Discourse Representation Theory and containing distributional vectors. This structure is dynamically and incrementally built by integrating knowledge about events and their typical participants, as they are activated by lexical items. Event knowledge is modeled as a graph extracted from parsed corpora and encoding roles and relationships between participants that are represented as distributional vectors. SDM is grounded on extensive psycholinguistic research showing that generalized knowledge about events stored in semantic memory plays a key role in sentence comprehension. We evaluate SDM on two recently introduced compositionality ... : accepted at JLNE; Journal of Natural Language Engineering; 26 pages, thematic fit, selectional preference, natural language processing, nlp, ai ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.1906.07280 https://arxiv.org/abs/1906.07280 BASE Hide details 11 Event Knowledge in Sentence Processing: A New Dataset for the Evaluation of Argument Typicality Vassallo, Paolo; Chersoni, Emmanuele; Santus, Enrico... In: LREC 2018 Workshop on Linguistic and Neurocognitive Resources (LiNCR) ; https://hal.archives-ouvertes.fr/hal-01724286 ; LREC 2018 Workshop on Linguistic and Neurocognitive Resources (LiNCR), May 2018, Miyazaki, Japan (2018) BASE Show details 12 Modeling Violations of Selectional Restrictions with Distributional Semantics Chersoni, Emmanuele; Torrens Urrutia, Adrià; Blache, Philippe... In: COLING Workshop on Linguistic Complexity and Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-01838229 ; COLING Workshop on Linguistic Complexity and Natural Language Processing, Aug 2018, Santa Fe, United States (2018) BASE Show details 13 Logical Metonymy in a Distributional Model of Sentence Comprehension Chersoni, Emmanuele; Lenci, Alessandro; Blache, Philippe In: Proceedings of the Society for Computation in Linguistics (2018) BASE Show details 14 Logical Metonymy in a Distributional Model of Sentence Comprehension Chersoni, Emmanuele; Lenci, Alessandro; Blache, Philippe In: Proceedings of the 6th Joint Conference on Lexical and Computational Semantics ; Sixth Joint Conference on Lexical and Computational Semantics (*SEM 2017) ; https://hal.archives-ouvertes.fr/hal-01572187 ; Sixth Joint Conference on Lexical and Computational Semantics (*SEM 2017), Aug 2017, Vancouver, Canada. pp.168 - 177, ⟨10.18653/v1/S17-1021⟩ (2017) BASE Show details 15 Measuring Thematic Fit with Distributional Feature Overlap Santus, Enrico; Chersoni, Emmanuele; Lenci, Alessandro... In: Proceedings of the Conference on Empirical Methods for Natural Language Processing 2017 ; https://hal.archives-ouvertes.fr/hal-01588246 ; Proceedings of the Conference on Empirical Methods for Natural Language Processing 2017, Sep 2017, Copenaghen, Denmark (2017) BASE Show details 16 Testing APSyn against Vector Cosine on Similarity Estimation Santus, Enrico; Chersoni, Emmanuele; Lenci, Alessandro... In: PACLIC-2016 ; https://hal.archives-ouvertes.fr/hal-01462134 ; PACLIC-2016, 2016, Seoul, South Korea (2016) BASE Show details 17 Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity Chersoni, Emmanuele; Santus, Enrico; Lenci, Alessandro... In: EMNLP-2016 ; https://hal.archives-ouvertes.fr/hal-01462135 ; EMNLP-2016, 2016, Austin, United States (2016) BASE Show details 18 Integrating distributional vectors into a construction-based framework Chersoni, Emmanuele; Santus, Enrico; Blache, Philippe... In: DSALT (Distributional Semantics and Linguistic Theory) ; https://hal.archives-ouvertes.fr/hal-01462160 ; DSALT (Distributional Semantics and Linguistic Theory), 2016, Bolzano, Italy. non paginé (2016) BASE Show details 19 Towards a Distributional Model of Semantic Complexity Chersoni, Emmanuele; Blache, Philippe; Lenci, Alessandro In: Proceedings of the COLING Workshop on Computational Linguistics for Linguistic Complexity ; COLING Workshop on Computational Linguistics for Linguistic Complexity ; https://hal.archives-ouvertes.fr/hal-01448957 ; COLING Workshop on Computational Linguistics for Linguistic Complexity, Dec 2016, Osaka, Japan. pp.12 - 22 (2016) BASE Show details 20 Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity ... Chersoni, Emmanuele; Santus, Enrico; Lenci, Alessandro. - : arXiv, 2016 BASE Show details

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