Compositional Semantics for Probabilistic Programs with Exact Conditioning [PDF]
Logic in Computer Science, 2021 We define a probabilistic programming language for Gaussian random variables with a first-class exact conditioning construct. We give operational, denotational and equational semantics for this language, establishing convenient properties like ...
Dario Stein, S. Staton
semanticscholar +1 more source
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 Temporal grounding is the task of locating a specific segment from an untrimmed video according to a query sentence. This task has achieved significant momentum in the computer vision community as it enables activity grounding beyond pre-defined activity
Juncheng Li +7 more
semanticscholar +1 more source
Information Theory–based Compositional Distributional Semantics
Computational Linguistics, 2022 In the context of text representation, Compositional Distributional Semantics models aim to fuse the Distributional Hypothesis and the Principle of Compositionality.
Enrique Amigó +3 more
doaj +2 more sources
Contours of Vision: Towards a Compositional Semantics of Perception
British Journal for the Philosophy of Science, 2023 Mental capacities for perceiving, remembering, thinking, and planning involve the processing of structured mental representations. A compositional semantics of such representations would explain how the content of any given representation is determined ...
Kevin J. Lande
semanticscholar +1 more source
COMPOSITIONAL SEMANTICS OF THE COMPLEX LANGUAGE FACTS WITH THE ENGLISH -ING FORMANT (on the material of Ukrainian) [PDF]
Вісник університету ім. А. Нобеля. Серія Філологічні науки, 2021 The article focuses on the problems of formal and semantically complex English borrowings analyzed through the prism of cognitive linguistics and with applying its methodological set of approaches.
Viktoria V. Bilousova, Raisa V. Kelembet
doaj +1 more source
Compositional semantics in Verbmobil [PDF]
Proceedings of the 16th conference on Computational linguistics -, 1996 6 pages, LaTeX, uses colap ...
Bos, Johan +5 more
openaire +3 more sources
Coordination in Categorical Compositional Distributional Semantics [PDF]
Electronic Proceedings in Theoretical Computer Science, 2016 An open problem with categorical compositional distributional semantics is the representation of words that are considered semantically vacuous from a distributional perspective, such as determiners, prepositions, relative pronouns or coordinators.
Dimitri Kartsaklis
doaj +1 more source
A compositional semantics for Repairable Fault Trees with general distributions [PDF]
Logic Programming and Automated Reasoning, 2019 Fault Tree Analysis (FTA) is a prominent technique in industrial and scientific risk assessment. Repairable Fault Trees (RFT) enhance the classical Fault Tree (FT) model by introducing the possibility to describe complex dependent repairs of system ...
Raúl E. Monti +2 more
semanticscholar +1 more source
Modular, compositional, and executable formal semantics for LLVM IR
Proc. ACM Program. Lang., 2021 This paper presents a novel formal semantics, mechanized in Coq, for a large, sequential subset of the LLVM IR. In contrast to previous approaches, which use relationally-specified operational semantics, this new semantics is based on monadic ...
Yannick Zakowski +5 more
semanticscholar +1 more source
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics [PDF]
Annual Meeting of the Association for Computational Linguistics, 2020 We propose SentiBERT, a variant of BERT that effectively captures compositional sentiment semantics. The model incorporates contextualized representation with binary constituency parse tree to capture semantic composition.
Da Yin, Tao Meng, Kai-Wei Chang
semanticscholar +1 more source