Search Results for author: Sam Coope

Found 8 papers, 4 papers with code

Training Neural Response Selection for Task-Oriented Dialogue Systems

1 code implementation ACL 2019 Matthew Henderson, Ivan Vulić, Daniela Gerz, Iñigo Casanueva, Paweł Budzianowski, Sam Coope, Georgios Spithourakis, Tsung-Hsien Wen, Nikola Mrkšić, Pei-Hao Su

Despite their popularity in the chatbot literature, retrieval-based models have had modest impact on task-oriented dialogue systems, with the main obstacle to their application being the low-data regime of most task-oriented dialogue tasks.

Chatbot Language Modelling +2

Neural Clustering By Predicting And Copying Noise

no code implementations ICLR 2018 Sam Coope, Andrej Zukov-Gregoric, Yoram Bachrach

We propose a neural clustering model that jointly learns both latent features and how they cluster.


An Attention Mechanism for Answer Selection Using a Combined Global and Local View

no code implementations5 Jul 2017 Yoram Bachrach, Andrej Zukov-Gregoric, Sam Coope, Ed Tovell, Bogdan Maksak, Jose Rodriguez, Conan McMurtie

We propose a new attention mechanism for neural based question answering, which depends on varying granularities of the input.

Answer Selection

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