Search Results for author: Marcus Zibrowius

Found 2 papers, 0 papers with code

Dialogue Term Extraction using Transfer Learning and Topological Data Analysis

no code implementations SIGDIAL (ACL) 2022 Renato Vukovic, Michael Heck, Benjamin Matthias Ruppik, Carel van Niekerk, Marcus Zibrowius, Milica Gašić

Goal oriented dialogue systems were originally designed as a natural language interface to a fixed data-set of entities that users might inquire about, further described by domain, slots, and values.

Goal-Oriented Dialogue Systems Language Modelling +4

Topology of Word Embeddings: Singularities Reflect Polysemy

no code implementations Joint Conference on Lexical and Computational Semantics 2020 Alexander Jakubowski, Milica Gašić, Marcus Zibrowius

We argue that we should, more accurately, expect them to live on a pinched manifold: a singular quotient of a manifold obtained by identifying some of its points.

Word Embeddings Word Sense Induction

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