Decoding speech perception from non-invasive brain recordings
Decoding speech from brain activity is a long-awaited goal in both healthcare and
neuroscience. Invasive devices have recently led to major milestones in this regard: deep …
neuroscience. Invasive devices have recently led to major milestones in this regard: deep …
A brief overview of universal sentence representation methods: A linguistic view
How to transfer the semantic information in a sentence to a computable numerical
embedding form is a fundamental problem in natural language processing. An informative …
embedding form is a fundamental problem in natural language processing. An informative …
Massively multilingual sentence embeddings for zero-shot cross-lingual transfer and beyond
We introduce an architecture to learn joint multilingual sentence representations for 93
languages, belonging to more than 30 different families and written in 28 different scripts …
languages, belonging to more than 30 different families and written in 28 different scripts …
XNLI: Evaluating cross-lingual sentence representations
A Conneau, G Lample, R Rinott, A Williams… - ar** artificial learning systems that can understand and generate natural language
has been one of the long-standing goals of artificial intelligence. Recent decades have …
has been one of the long-standing goals of artificial intelligence. Recent decades have …
A corpus for multilingual document classification in eight languages
Cross-lingual document classification aims at training a document classifier on resources in
one language and transferring it to a different language without any additional resources …
one language and transferring it to a different language without any additional resources …