TopoAct: Visually exploring the shape of activations in deep learning
Deep neural networks such as GoogLeNet, ResNet, and BERT have achieved impressive
performance in tasks such as image and text classification. To understand how such …
performance in tasks such as image and text classification. To understand how such …
Draw mir a Sheep: A Supersense-based Analysis of German Case and Adposition Semantics
J Prange, N Schneider - KI-Künstliche Intelligenz, 2021 - Springer
Adpositions and case markers are ubiquitous in natural language and express a wide range
of meaning relations that can be of crucial relevance for many NLP and AI tasks. However …
of meaning relations that can be of crucial relevance for many NLP and AI tasks. However …
My case, for an adposition: Lexical polysemy of adpositions and case markers in Finnish and Latin
Adpositions and case markers contain a high degree of polysemy and participate in unique
semantic role configurations. We present a novel application of the SNACS supersense …
semantic role configurations. We present a novel application of the SNACS supersense …
A corpus of adpositional supersenses for Mandarin Chinese
Adpositions are frequent markers of semantic relations, but they are highly ambiguous and
vary significantly from language to language. Moreover, there is a dearth of annotated …
vary significantly from language to language. Moreover, there is a dearth of annotated …
Putting Context in SNACS: A 5-Way Classification of Adpositional Pragmatic Markers
The SNACS framework provides a network of semantic labels called supersenses for
annotating adpositional semantics in corpora. In this work, we consider English prepositions …
annotating adpositional semantics in corpora. In this work, we consider English prepositions …
[PDF][PDF] MASALA: Modelling and Analysing the Semantics of Adpositions in Linguistic Annotation of Hindi
AANVN Schneider - lrec-conf.org
● Hindi (and Urdu) has a complex inventory of case markers and postpositions for marking
semantic relations between words○ Case markers: small set of markers that indicate core …
semantic relations between words○ Case markers: small set of markers that indicate core …