76 citations · 106 across the 17 of their papers we have counts for
5 papers · 1 filter
How Language-Neutral is Multilingual BERT?
Jindřich Libovický, Rudolf Rosa, Alexander Fraser
Multilingual BERT (mBERT) provides sentence representations for 104 languages, which are useful for many multi-lingual tasks. Previous work probed the cross-linguality of mBERT usi…
Probing Representations Learned by Multimodal Recurrent and Transformer Models
Jindřich Libovický, Pranava Madhyastha
Recent literature shows that large-scale language modeling provides excellent reusable sentence representations with both recurrent and self-attentive architectures. However, there…
Neural Networks as Explicit Word-Based Rules
Jindřich Libovický
Filters of convolutional networks used in computer vision are often visualized as image patches that maximize the response of the filter. We use the same approach to interpret weig…
CUNI System for the WMT19 Robustness Task
Jindřich Helcl, Jindřich Libovický, Martin Popel
We present our submission to the WMT19 Robustness Task. Our baseline system is the Charles University (CUNI) Transformer system trained for the WMT18 shared task on News Translatio…
Multimodal Abstractive Summarization for How2 Videos
Shruti Palaskar, Jindrich Libovický, Spandana Gella +1
In this paper, we study abstractive summarization for open-domain videos. Unlike the traditional text news summarization, the goal is less to "compress" text information but rather…