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Differences in Semantic Relatedness as Judged by Humans ...

Differences in Semantic Relatedness as Judged by Humans ...

These test sets are widely used when measuring the per-formance of a MSR. However, they were not designed to provide a benchmark for MSRs. Thus, the choice of word pairs does not provide a very good coverage of different types of semantic relations we would expect for a bench-mark set, not to mention the very small size of the set of only 65 ...

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Description and Evaluation of Semantic similarity Measures ...

Description and Evaluation of Semantic similarity Measures ...

becoming intensively used for most applications of intelligent knowledge-based and semantic information retrieval Section systems (identify an optimal match between query terms and documents) [1] [2], sense disambiguation [3] and Bioinformatics [4]. Semantic similarity and semantic relatedness [5] are two related words, but semantic similarity is more specific than relatedness and can be ...

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Analyzing the Semantic Relatedness of Paper Abstracts

Analyzing the Semantic Relatedness of Paper Abstracts

Analyzing the Semantic Relatedness of Paper Abstracts Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu, Philippe Dessus To cite this version: Ionut Cristian Paraschiv, Mihai Dascalu, Stefan Trausan-Matu, Philippe Dessus. Analyzing the Semantic Relatedness of Paper Abstracts: An Application to the Educational Research Field. M. Rughinis; S. Trausan-Matu. Workshop on Design and ...

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The Polysemy of PO in Mandarin Chinese finalized

The Polysemy of PO in Mandarin Chinese finalized

Polysemy is a consequence of lexical semantic evolution towards different but related directions; different meanings are linked in terms of the semantic relatedness. Two traditional concepts assume a mediating role in semantic extension, viz. metaphor and metonymy, and avenues leading to polysemy involve semantic radiation and meaning chain. Metaphors are one of the major mechanisms ...

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Query Expansion: Term Selection using the EWC Semantic ...

Query Expansion: Term Selection using the EWC Semantic ...

polysemy problem. On the other hand, the same things can Query Expansion: Term Selection using the EWC Semantic Relatedness Measure Vitaly Klyuev University of Aizu Aizu-Wakamatsu Fukushima-ken 965-8580, Japan Email: [email protected] Yannis Haralambous Institut Télécom – Télécom Bretagne Dép. Informatique, UMR CNRS 3192 Lab-STICC

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The Polysemy of PO in Mandarin Chinese

The Polysemy of PO in Mandarin Chinese

Polysemy is a consequence of lexical semantic evolution towards different but related directions; different meanings are linked in terms of the semantic relatedness. Two traditional concepts assume a mediating role in semantic extension, viz. metaphor and metonymy, and avenues leading to polysemy involve semantic radiation and meaning chain. Metaphors are one of the major mechanisms ...

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Modeling the Structure and Dynamics of Semantic Processing

Modeling the Structure and Dynamics of Semantic Processing

models; Semantic network structure/dynamics; Lexical/semantic decision; Concreteness/ imageability rating; Similarity/relatedness rating Correspondence should be sent to Gabriella Vigliocco, Division of Psychology and Language Sciences, University College London, WC1H 0DS, London, UK. E-mail: [email protected] This is an open access article under the terms of the Creative Commons ...

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G DIALOGUE RESPONSES FROM A SE L SPACE - Venues

G DIALOGUE RESPONSES FROM A SE L SPACE - Venues

An alternative decoding method to beam search is sampling (Holtzman et al., 2019; Fan et al., 2018), which does not suffer from this problem. However, sampling does not consider the subsequent words during decoding, and the randomness in word choice makes it prone to generating implausible responses and grammatical errors. Aiming to take into account the semantic relatedness of those diverse ...

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Towards Efficient Horizontal Multimedia Database ...

Towards Efficient Horizontal Multimedia Database ...

issue of identifying semantic implications between textual-based multimedia predicates, as a crucial phase in the efficient partitioning of multimedia data. Our proposal integrates knowledge bases as a framework for assessing the semantic relatedness between predicate values and operators. We developed a prototype implementing the various aspects of multimedia semantic predicates implications ...

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Negation and semantic relatedness in eye-tracking- while ...

Negation and semantic relatedness in eye-tracking- while ...

Semantic operators •Semantic operators are words like not, even, only, and many more. •Like nouns and verbs, they alter the meaning of sentences. •However, unlike many nouns and verbs, their meanings are abstract

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Topic Modeling for Short Texts with Auxiliary Word Embeddings

Topic Modeling for Short Texts with Auxiliary Word Embeddings

co-occurrence information. Examples include modeling word co-occurrence patterns [39] and using soft-clustering mechanism for further word co-occurrence augmentation [30]. However, the word. Short Texts Gibbs Sampling Word Filtering Word Embeddings Word Semantic Relatedness Large Text Corpus GPU Model GPU-DMM! Topic 1 word 1 A short document word 9 topics Figure 1: GPU-DMM Overview is limited ...

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