515 citations · 1.2k across the 20 of their papers we have counts for
4 papers · 1 filter
How2: A Large-scale Dataset for Multimodal Language Understanding
Ramon Sanabria, Ozan Caglayan, Shruti Palaskar +4
In this paper, we introduce How2, a multimodal collection of instructional videos with English subtitles and crowdsourced Portuguese translations. We also present integrated sequen…
Multimodal Grounding for Sequence-to-Sequence Speech Recognition
Ozan Caglayan, Ramon Sanabria, Shruti Palaskar +2
Humans are capable of processing speech by making use of multiple sensory modalities. For example, the environment where a conversation takes place generally provides semantic and/…
LIUM-CVC Submissions for WMT18 Multimodal Translation Task
Ozan Caglayan, Adrien Bardet, Fethi Bougares +5
This paper describes the multimodal Neural Machine Translation systems developed by LIUM and CVC for WMT18 Shared Task on Multimodal Translation. This year we propose several modif…
What you can cram into a single vector: Probing sentence embeddings for linguistic properties
Alexis Conneau, German Kruszewski, Guillaume Lample +2
Although much effort has recently been devoted to training high-quality sentence embeddings, we still have a poor understanding of what they are capturing. "Downstream" tasks, ofte…