138 citations
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4 papers · 1 filter
State-of-the-art generalisation research in NLP: A taxonomy and review
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers +17
The ability to generalise well is one of the primary desiderata of natural language processing (NLP). Yet, what 'good generalisation' entails and how it should be evaluated is not…
Scalable Cross-lingual Document Similarity through Language-specific Concept Hierarchies
Carlos Badenes-Olmedo, Jose-Luis Redondo García, Oscar Corcho
With the ongoing growth in number of digital articles in a wider set of languages and the expanding use of different languages, we need annotation methods that enable browsing mult…
Efficient Clustering from Distributions over Topics
Carlos Badenes-Olmedo, Jose-Luis Redondo García, Oscar Corcho
There are many scenarios where we may want to find pairs of textually similar documents in a large corpus (e.g. a researcher doing literature review, or an R&D project manager anal…
Dynamic Prosody Generation for Speech Synthesis using Linguistics-Driven Acoustic Embedding Selection
Shubhi Tyagi, Marco Nicolis, Jonas Rohnke +2
Recent advances in Text-to-Speech (TTS) have improved quality and naturalness to near-human capabilities when considering isolated sentences. But something which is still lacking i…