Search Results for author: Inigo Casanueva

Found 3 papers, 1 papers with code

Improved and Efficient Conversational Slot Labeling through Question Answering

no code implementations • 5 Apr 2022 • Gabor Fuisz, Ivan Vulić, Samuel Gibbons, Inigo Casanueva, Paweł Budzianowski

In particular, we focus on modeling and studying \textit{slot labeling} (SL), a crucial component of NLU for dialog, through the QA optics, aiming to improve both its performance and efficiency, and make it more effective and resilient to working with limited task data.

Natural Language Understanding Question Answering

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Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems

1 code implementation • WS 2018 • Bo-Hsiang Tseng, Florian Kreyssig, Pawel Budzianowski, Inigo Casanueva, Yen-chen Wu, Stefan Ultes, Milica Gasic

Cross-domain natural language generation (NLG) is still a difficult task within spoken dialogue modelling.

Diversity Sentence +2

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Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems

no code implementations • 17 May 2018 • Florian Kreyssig, Inigo Casanueva, Pawel Budzianowski, Milica Gasic

The ABUS is based on hand-crafted rules and its output is in semantic form.

Diversity Reinforcement Learning +3

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