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Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps ...
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Universal Dependencies and Semantics for English and Hebrew Child-directed Speech
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In: Proceedings of the Society for Computation in Linguistics (2022)
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Forecasting the macrolevel determinants of entrepreneurial opportunities using artificial intelligence models
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In: ISSN: 0040-1625 ; Technological Forecasting and Social Change ; https://hal.archives-ouvertes.fr/hal-03442122 ; Technological Forecasting and Social Change, Elsevier, 2021, pp.121353. ⟨10.1016/j.techfore.2021.121353⟩ (2021)
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On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation ...
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A constraint on co-occurrence of partitive quantifiers and gradable predicates
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In: Sinn und Bedeutung; Bd. 25 (2021): Proceedings of Sinn und Bedeutung 25; 55-72 ; Proceedings of Sinn und Bedeutung; Vol 25 (2021): Proceedings of Sinn und Bedeutung 25; 55-72 ; 2629-6055 (2021)
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Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech ...
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Abstract:
While corpora of child speech and child-directed speech (CDS) have enabled major contributions to the study of child language acquisition, semantic annotation for such corpora is still scarce and lacks a uniform standard. We compile two CDS corpora with sentential logical forms, one in English and the other in Hebrew. In compiling the corpora we employ a methodology that enforces a cross-linguistically consistent representation, building on recent advances in dependency representation and semantic parsing. The corpora are based on a sizable portion of Brown's Adam corpus from CHILDES (about 80% of its child-directed utterances), and to all child-directed utterances from Berman's Hebrew CHILDES corpus Hagar. We begin by annotating the corpora with the Universal Dependencies (UD) scheme for syntactic annotation, motivated by its applicability to a wide variety of domains and languages. We then proceed by applying an automatic method for transducing sentential logical forms (LFs) from UD structures. The two ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/2109.10952 https://dx.doi.org/10.48550/arxiv.2109.10952
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On the Relation between Syntactic Divergence and Zero-Shot Performance ...
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The Grammar-Learning Trajectories of Neural Language Models ...
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A diachronic explanation for cross-linguistic variation in the use of inverse-scope constructions
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In: Semantics and Linguistic Theory; Proceedings of SALT 31; 021-041 ; 2163-5951 (2021)
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From Unsupervised Machine Translation To Adversarial Text Generation ...
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Language (Re)modelling: Towards Embodied Language Understanding ...
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Semantic Structural Decomposition for Neural Machine Translation ...
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Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics ...
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Non-maximality and homogeneity: Parallels between collective predicates and absolute adjectives
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In: Sinn und Bedeutung; Bd. 24 Nr. 1 (2020): Proceedings of Sinn und Bedeutung 24; 66-83 ; Proceedings of Sinn und Bedeutung; Vol 24 No 1 (2020): Proceedings of Sinn und Bedeutung 24; 66-83 ; 2629-6055 (2020)
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