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Reproducible Research in Linguistics: A Position Statement on Data Citation and Attribution in Our Field (open access)

Reproducible Research in Linguistics: A Position Statement on Data Citation and Attribution in Our Field

This article is a position statement on reproducible research in linguistics, including data citation and attribution, that represents the collective views of some 41 colleagues.
Date: December 6, 2017
Creator: Berez-Kroeker, Andrea; Gawne, Lauren; Kung, Susan Smythe; Kelly, Barbara F.; Heston, Tyler; Holton, Gary et al.
System: The UNT Digital Library
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention (open access)

Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention

This paper introduces an attention mechanism that pinpoints relevant context not only for the current instance, but also for the larger context.
Date: August 2017
Creator: Becker, Maria; Staniek, Michael; Nastase, Vivi; Palmer, Alexis & Frank, Anette
System: The UNT Digital Library
Semantic Clause Types and Modality as Features for Argument Analysis (open access)

Semantic Clause Types and Modality as Features for Argument Analysis

This article investigates the role of semantic clause types and modality in argumentative texts.
Date: August 17, 2017
Creator: Becker, Maria; Palmer, Alexis & Frank, Anette
System: The UNT Digital Library