431 citations · 857 across the 69 of their papers we have counts for
9 papers · 2 filters
Limitations of Cross-Lingual Learning from Image Search
Mareike Hartmann, Anders Soegaard
Cross-lingual representation learning is an important step in making NLP scale to all the world's languages. Recent work on bilingual lexicon induction suggests that it is possible…
Is writing style predictive of scientific fraud?
Chloé Braud, Anders Søgaard
The problem of detecting scientific fraud using machine learning was recently introduced, with initial, positive results from a model taking into account various general indicators…
A Survey Of Cross-lingual Word Embedding Models
Sebastian Ruder, Ivan Vulić, Anders Søgaard
Cross-lingual representations of words enable us to reason about word meaning in multilingual contexts and are a key facilitator of cross-lingual transfer when developing natural l…
Multi-Task Learning of Keyphrase Boundary Classification
Isabelle Augenstein, Anders Søgaard
Keyphrase boundary classification (KBC) is the task of detecting keyphrases in scientific articles and labelling them with respect to predefined types. Although important in practi…
Cross-lingual and cross-domain discourse segmentation of entire documents
Chloé Braud, Ophélie Lacroix, Anders Søgaard
Discourse segmentation is a crucial step in building end-to-end discourse parsers. However, discourse segmenters only exist for a few languages and domains. Typically they only det…
Identifying beneficial task relations for multi-task learning in deep neural networks
Joachim Bingel, Anders Søgaard
Multi-task learning (MTL) in deep neural networks for NLP has recently received increasing interest due to some compelling benefits, including its potential to efficiently regulari…