29 citations · 145 across the 26 of their papers we have counts for
6 papers · 1 filter
The interplay between language similarity and script on a novel multi-layer Algerian dialect corpus
Samia Touileb, Jeremy Barnes
Recent years have seen a rise in interest for cross-lingual transfer between languages with similar typology, and between languages of various scripts. However, the interplay betwe…
Structured Sentiment Analysis as Dependency Graph Parsing
Jeremy Barnes, Robin Kurtz, Stephan Oepen +2
Structured sentiment analysis attempts to extract full opinion tuples from a text, but over time this task has been subdivided into smaller and smaller sub-tasks, e,g,, target extr…
skweak: Weak Supervision Made Easy for NLP
Pierre Lison, Jeremy Barnes, Aliaksandr Hubin
We present skweak, a versatile, Python-based software toolkit enabling NLP developers to apply weak supervision to a wide range of NLP tasks. Weak supervision is an emerging machin…
Large-Scale Contextualised Language Modelling for Norwegian
Andrey Kutuzov, Jeremy Barnes, Erik Velldal +2
We present the ongoing NorLM initiative to support the creation and use of very large contextualised language models for Norwegian (and in principle other Nordic languages), includ…
NorDial: A Preliminary Corpus of Written Norwegian Dialect Use
Jeremy Barnes, Petter Mæhlum, Samia Touileb
Norway has a large amount of dialectal variation, as well as a general tolerance to its use in the public sphere. There are, however, few available resources to study this variatio…
If you've got it, flaunt it: Making the most of fine-grained sentiment annotations
Jeremy Barnes, Lilja Øvrelid, Erik Velldal
Fine-grained sentiment analysis attempts to extract sentiment holders, targets and polar expressions and resolve the relationship between them, but progress has been hampered by th…