182 citations · 204 across the 3 of their papers we have counts for
4 papers
Holographic Neural Architectures
Tariq Daouda, Jeremie Zumer, Claude Perreault +1
Representation learning is at the heart of what makes deep learning effective. In this work, we introduce a new framework for representation learning that we call "Holographic Neur…
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation
Shikhar Sharma, Layla El Asri, Hannes Schulz +1
Automated metrics such as BLEU are widely used in the machine translation literature. They have also been used recently in the dialogue community for evaluating dialogue response g…
A Frame Tracking Model for Memory-Enhanced Dialogue Systems
Hannes Schulz, Jeremie Zumer, Layla El Asri +1
Recently, resources and tasks were proposed to go beyond state tracking in dialogue systems. An example is the frame tracking task, which requires recording multiple frames, one fo…
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems
Layla El Asri, Hannes Schulz, Shikhar Sharma +5
This paper presents the Frames dataset (Frames is available at http://datasets.maluuba.com/Frames), a corpus of 1369 human-human dialogues with an average of 15 turns per dialogue.…