Гетерогенді граф

material ID: heterogeneousgraph

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Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractTable-based fact verification is expected to perform both linguistic reasoning and symbolic reasoning. Existing methods lack attention to take advantage of the combination of linguistic information and symbolic information. In …...

3899

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractVerifying the correctness of a textual statement requires not only semantic reasoning about the meaning of words, but also symbolic reasoning about logical operations like count, superlative, aggregation, etc. In …...

37433

Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph

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Publication: TIPSTER (2021)

DOI: nan

AbstractModeling the relations between text spans in a document is a crucial yet challenging problem for extractive summarization. Various kinds of relations exist among text spans of different granularity, such …...

42553

Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractExternal syntactic and semantic information has been largely ignored by existing neural coreference resolution models. In this paper, we present a heterogeneous graph-based model to incorporate syntactic and semantic structures …...

21749

Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification

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DOI: nan

AbstractAspect-based sentiment analysis (ABSA) has drawn more and more attention because of its extensive applications. However, towards the sentence carried with more than one aspect, most existing works generate an …...

4630