182 citations · 264 across the 4 of their papers we have counts for
6 papers · 1 filter
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
Igor Shalyminov, Alessandro Sordoni, Adam Atkinson +1
Domain adaptation has recently become a key problem in dialogue systems research. Deep learning, while being the preferred technique for modeling such systems, works best given mas…
The Eighth Dialog System Technology Challenge
Seokhwan Kim, Michel Galley, Chulaka Gunasekara +18
This paper introduces the Eighth Dialog System Technology Challenge. In line with recent challenges, the eighth edition focuses on applying end-to-end dialog technologies in a prag…
From FiLM to Video: Multi-turn Question Answering with Multi-modal Context
Dat Tien Nguyen, Shikhar Sharma, Hannes Schulz +1
Understanding audio-visual content and the ability to have an informative conversation about it have both been challenging areas for intelligent systems. The Audio Visual Scene-awa…
The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution
Ali Emami, Paul Trichelair, Adam Trischler +3
We introduce a new benchmark for coreference resolution and NLI, Knowref, that targets common-sense understanding and world knowledge. Previous coreference resolution tasks can lar…
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…