Jeremy Barnes

Jeg er postdoktor i Språkteknologigruppen ved Universitetet i Oslo. Mine forskningsinteresser er blant annet cross-lingual og transfer learning metoder for spåk med få ressurser, og følelsesanalyse.

Publikasjoner

  • Barnes, Jeremy Claude; Velldal, Erik & Øvrelid, Lilja (2020). Improving Sentiment Analysis with Multi-task Learning of Negation. Natural Language Engineering.  ISSN 1351-3249. Vis sammendrag
  • Lison, Pierre; Barnes, Jeremy; Hubin, Aliaksandr & Touileb, Samia (2020). Named Entity Recognition without Labelled Data: A Weak Supervision Approach, In Dan Jurafsky; Joyce Chai; Natalie Schluter & Joel Tetreault (ed.),  Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.  Association for Computational Linguistics.  ISBN 978-1-952148-25-5.  139.  s 1518 - 1533 Vis sammendrag
  • Øvrelid, Lilja; Mæhlum, Petter; Barnes, Jeremy & Velldal, Erik (2020). A Fine-Grained Sentiment Dataset for Norwegian, In Nicoletta Calzolari; Frédéric Béchet; Philippe Blache; Khalid Choukri; Christopher Cieri; Thierry Declerck; Sara Goggi; Hitoshi Isahara; Bente Maegaard; Joseph Mariani; Hélène Mazo; Asuncion Moreno; Jan Odijk & Stelios Piperidis (ed.),  Proceedings of The 12th Language Resources and Evaluation Conference.  European Language Resources Association.  ISBN 979-10-95546-34-4.  Article.
  • Barnes, Jeremy Claude; Touileb, Samia; Øvrelid, Lilja & Velldal, Erik (2019). Lexicon information in neural sentiment analysis: a multi-task learning approach, In Mareike Hartmann & Barbara Plank (ed.),  Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa).  Linköping University Electronic Press.  ISBN 978-91-7929-995-8.  Artikkel.  s 175 - 186 Vis sammendrag
  • R. Atrio, Alex; Badia, Toni & Barnes, Jeremy Claude (2019). On the Effect of Word Order on Cross-lingual Sentiment Analysis. Revista de Procesamiento de Lenguaje Natural (SEPLN).  ISSN 1135-5948.  63, s 23- 30 Fulltekst i vitenarkiv.
  • Barnes, Jeremy Claude (2019). LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish. CEUR Workshop Proceedings.  ISSN 1613-0073.  2421(5), s 378- 389 Vis sammendrag
  • Barnes, Jeremy Claude & Klinger, Roman (2019). Embedding Projection for Targeted Cross-Lingual Sentiment: Model Comparisons and a Real-World Study. The journal of artificial intelligence research.  ISSN 1076-9757.  66, s 691- 742 . doi: https://doi.org/10.1613/jair.1.11561 Fulltekst i vitenarkiv.
  • Barnes, Jeremy Claude; Øvrelid, Lilja & Velldal, Erik (2019). Sentiment analysis is not solved! Assessing and probing sentiment classification, In Tal Linzen; Grzegorz Chrupała; Yonatan Belinkov & Dieuwke Hupkes (ed.),  The BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP at ACL 2019: Proceedings of the Second Workshop.  Association for Computational Linguistics.  ISBN 978-1-950737-30-7.  article.  s 12 - 23 Vis sammendrag
  • Mæhlum, Petter; Barnes, Jeremy Claude; Øvrelid, Lilja & Velldal, Erik (2019). Annotating evaluative sentences for sentiment analysis: a dataset for Norwegian, In Mareike Hartmann & Barbara Plank (ed.),  Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa).  Linköping University Electronic Press.  ISBN 978-91-7929-995-8.  Artikkel.  s 121 - 130 Vis sammendrag
Publisert 29. mai 2019 14:40 - Sist endret 13. des. 2019 14:33