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Showing 1 to 8 of 8 for “"Semantic Matching"”.
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Semantic unification for convergent systems
… makes two terms equal in a given theory, while semantic unification is the process that generates a basis set of such unifying substitutions. A simpler variant of the problem is semantic matching, where the substitution is made in only one of the terms. Semantic unification and matching …
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Towards Interpretable Vision Systems
… directly. We take two tasks as examples, words semantic matching and Visual Question Answering (VQA). In VQA, we take binary questions on abstract scenes as the first stage, then we extend to all question types on real images. In both cases, we take attention as an important intermediate output. …
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Dealing with Semantic Heterogeneity in Classifications
… number of calls to the SAT reasoning engine, semantic matching may require exponential time; (b) Maintenance. Current matching tools offer poor support to users for the process of creation, validation and maintenance of the correspond-ences; (c) Lack of background knowledge. The lack of domain …
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Information Retrieval with Dense and Sparse Representations
… relies on effective textual representation and semantic matching. However, current approaches can lose nuanced lexical detail information due to an information bottleneck in dense retrieval, or rely on exact lexical matching and thus overlook the broader contextual relevance when using sparse …
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Distributed Identity Management
Semantics is a local and a global problem at the same time. Local because is in the mind of the people who have personal interpretations, and global because we need to reach a common understanding by sharing and aligning these personal interpretations. As opposed to current state-of-the-art …
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A Composite Syntactic-Semantic Interpretable Text Entailment Approach Exploring Commonsense Knowledge Graphs
… poses many challenges, among which is the semantics-related phenomenon known as language variability, the fact that the same thing can be said in several ways. NLP applications' inputs and outputs can be expressed in different forms, whose equivalence can be verified through inference. The …
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Somatosensory Involvement in the Conceptual Representation of Objects
… interact with the presented object (i.e., a semantic generation task). Results from Experiments 1 and 2 showed that object processing of graspable objects could be facilitated by a vibratory hand prime, compared to non-graspable objects (Experiment 1) and objects with foot related action …
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Cognitive Map Generation for Vision and Language Navigation
… segments with ambiguity or mismatch, leveraging semantic similarity computed via SBERT. This two-stage process ensures temporal coherence and semantic grounding between text-based instructions and real-world visual environments.</p> <p>Experiments conducted on the Touchdown and Map2Seq datasets …