Search Results for author: Shiyu Yuan

Found 2 papers, 0 papers with code

From Ambiguity to Explicitness: NLP-Assisted 5G Specification Abstraction for Formal Analysis

no code implementations7 Aug 2023 Shiyu Yuan, Jingda Yang, Sudhanshu Arya, Carlo Lipizzi, Ying Wang

Our work is proof of concept for an efficient procedure in performing formal analysis for largescale complicate specification and protocol analysis, especially for 5G and nextG communications.

valid

Information Extraction in Domain and Generic Documents: Findings from Heuristic-based and Data-driven Approaches

no code implementations30 Jun 2023 Shiyu Yuan, Carlo Lipizzi

To fill the gap, in this study, we investigated the accuracy and generalization abilities of heuristic-based searching and data-driven to perform two IE tasks: named entity recognition (NER) and semantic role labeling (SRL) on domain-specific and generic documents with different length.

named-entity-recognition Named Entity Recognition +3

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