Publications by topic | Publications by year

Sentiment and emotion analysis Cross-lingual approaches Weak supervision Multi-task learning Under-resourced

Sentiment and emotion analysis


    SemEval 2022 Task 10: Structured Sentiment Analysis
    Jeremy Barnes, Laura Oberländer, Enrica Troiano, Andrey Kutuzov, Jan Buchmannn, Rodrigo Agerri, Lilja Øvrelid, Erik Velldal
    SemEval 2022.
    [article | bib | code]
    Direct Parsing to Sentiment Graphs.
    David Samuel, Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, Erik Velldal.
    ACL 2022.
    [article | bib | code]
    Structured Sentiment Analysis as Dependency Graph Parsing.
    Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid and Erik Velldal.
    ACL 2021.
    [article | bib | code]
    If you've got it, flaunt it:
    Making the most of fine-grained sentiment annotations.

    Jeremy Barnes, Lilja Øvrelid, Erik Velldal.
    EACL 2021.
    [article | bib | code]
    Sentiment analysis is not solved! Assessing and probing sentiment classifiers.
    Jeremy Barnes, Lilja Øvrelid, and Erik Velldal.
    BlackboxNLP 2019.
    [article | bib | code | poster]
    Assessing State-of-the-art Sentiment Models on State-of-the-art Sentiment Datasets.
    Barnes, Jeremy, Roman Klinger, and Sabine Schulte im Walde.
    WASSA 2017.
    [article | bib | code]
    Annotation, modelling and analysis of fine-grained emotions on a stance and sentiment detection corpus.
    Schuff, Hendrik, Jeremy Barnes, Julian Mohme, Sebastian Padó, and Roman Klinger.
    WASSA 2017.
    [article | bib | code]

Cross-lingual approaches


    Evaluating morphological typology in zero-shot cross-lingual transfer
    Antonio Martínez-García, Toni Badia and Jeremy Barnes.
    ACL 2021.
    [article | bib | code]
    Cross-lingual Emotion Intensity Prediction .
    Irean Navas Alejo, Toni Badia, Jeremy Barnes.
    PEOPLES 2020.
    [article | bib | code]
    Embedding Projection for Targeted Cross-Lingual Sentiment:
    Model Comparisons and a Real-World Study
    .
    Jeremy Barnes and Roman Klinger.
    Journal of Artificial Intelligence Research.
    [article | bib | code]
    On the Effect of Word Order on Cross-lingual Sentiment Analysis.
    Àlex R. Atrio, Toni Badia, and Jeremy Barnes.
    Best Paper Award SEPLN 2019.
    [article | code | bib]
    Neural and Linear Pipeline Approaches to Cross-lingual Morphological Analysis.
    Çağrı Çöltekin and Jeremy Barnes.
    Vardial 2019.
    [article | bib]
    Cross-lingual Sentiment Analysis for Under-resourced Languages: PhD Thesis.
    Jeremy Barnes
    Advisors: Patrik Lambert, and Toni Badia.
    [pdf]
    Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages.
    Jeremy Barnes, Roman Klinger, and Sabine Schulte im Walde.
    ACL 2018.
    [article | bib | code | poster]
    Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.
    Barnes, Jeremy, Patrik Lambert, and Toni Badia.
    COLING 2016.
    [article | bib | poster]

Weak supervision


    Skweak: Weak Supervision Made Easy for NLP.
    Pierre Lison, Jeremy Barnes, Aliaksandr Hubin
    ACL 2021.
    [article | bib | code]
    Named Entity Recognition without Labelled Data:
    A Weak Supervision Approach
    .
    Pierre Lison, Aliaksandr Hubin, Jeremy Barnes, Samia Touileb.
    ACL 2020.
    [article | bib | code]

Multi-task learning


    Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification.
    Andrew Moore and Jeremy Barnes.
    NAACL 2021.
    [article | bib | code]
    Improving Sentiment Analysis with Multi-task Learning of Negation.
    Jeremy Barnes, Erik Velldal, and Lilja Øvrelid.
    Journal of Natural Language Engineering.
    [article | bib | preprint | code]
    Lexicon information in neural sentiment analysis:
    a multi-task learning approach.
    Jeremy Claude Barnes, Samia Touileb, Lilja Øvrelid and Erik Velldal.
    Nordic Conference on Computational Linguistics (NoDaLiDa 2019).
    [article | code | bib]

Resources and models for under-resouced scenarios


    Annotating Norwegian language varieties on Twitter for Part-of-speech.
    Petter Mæhlum, Andre Kåsen, Samia Touileb, and Jeremy Barnes.
    VarDial 2022.
    [article | bib]
    The interplay between language similarity and script on a novel multi-layer Algerian dialect corpus.
    Samia Touileb and Jeremy Barnes.
    Findings of ACL 2021.
    [article | bib | code]
    Large-Scale Contextualised Language Modelling for Norwegian .
    Andrey Kutuzov, Jeremy Barnes, Erik Velldal, Lilja Øvrelid and Stephan Oepen.
    NoDaLiDa 2021.
    [article | bib | code]
    NorDial: A Preliminary Corpus of Written Norwegian Dialect Use .
    Jeremy Barnes, Petter Mæhlum and Samia Touileb.
    NoDaLiDa 2021.
    [article | bib | code]
    Negation in Norwegian: an annotated dataset .
    Petter Mæhlum, Jeremy Barnes, Robin Kurtz, Lilja Øvrelid and Erik Velldal.
    NoDaLiDa 2021.
    [article | bib | code]
    A Fine-Grained Sentiment Dataset for Norwegian .
    Lilja Øvrelid, Petter Mæhlum, Jeremy Barnes, Erik Velldal.
    LREC 2020.
    [article | bib | code]
    Annotating evaluative sentences in Norwegian.
    Petter Mæhlum, Jeremy Claude Barnes, Lilja Øvrelid and Erik Velldal.
    Nordic Conference on Computational Linguistics (NoDaLiDa 2019).
    [article | dataset/code | bib]
    LTG-Oslo Hierarchical Multi-task Network:
    The importance of negation for document-level sentiment in Spanish
    .
    Jeremy Barnes.
    Neges Workshop 2019 at SEPLN.
    [article | code | bib]
    Projecting Embeddings for Domain Adaptation: Joint Modeling of Sentiment Analysis in Diverse Domains.
    Jeremy Barnes, Roman Klinger, and Sabine Schulte im Walde.
    COLING 2018.
    [article | bib | code | poster]
    MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification.
    Jeremy Barnes, Patrik Lambert, and Toni Badia.
    LREC 2018.
    [article | bib | data | poster]

Publications by year


2022


    SemEval 2022 Task 10: Structured Sentiment Analysis
    Jeremy Barnes, Laura Oberländer, Enrica Troiano, Andrey Kutuzov, Jan Buchmannn, Rodrigo Agerri, Lilja Øvrelid, Erik Velldal
    SemEval 2022.
    [article | bib | code]
    Direct Parsing to Sentiment Graphs.
    David Samuel, Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, Erik Velldal.
    ACL 2022.
    [article | bib | code]
    Annotating Norwegian language varieties on Twitter for Part-of-speech.
    Petter Mæhlum, Andre Kåsen, Samia Touileb, and Jeremy Barnes.
    VarDial 2022.
    [article | bib]

2021


    Structured Sentiment Analysis as Dependency Graph Parsing.
    Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid and Erik Velldal.
    ACL 2021.
    [article | bib | code]
    Evaluating morphological typology in zero-shot cross-lingual transfer
    Antonio Martínez-García, Toni Badia and Jeremy Barnes.
    ACL 2021.
    [article | bib | code]
    Skweak: Weak Supervision Made Easy for NLP.
    Pierre Lison, Jeremy Barnes, Aliaksandr Hubin
    ACL 2021.
    [article | bib | code]
    The interplay between language similarity and script on a novel multi-layer Algerian dialect corpus.
    Samia Touileb and Jeremy Barnes.
    Findings of ACL 2021.
    [article | bib | code]
    If you've got it, flaunt it:
    Making the most of fine-grained sentiment annotations.

    Jeremy Barnes, Lilja Øvrelid, Erik Velldal.
    EACL 2021.
    [article | bib | code]
    Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification.
    Andrew Moore and Jeremy Barnes.
    NAACL 2021.
    [article | bib | code]
    Large-Scale Contextualised Language Modelling for Norwegian .
    Andrey Kutuzov, Jeremy Barnes, Erik Velldal, Lilja Øvrelid and Stephan Oepen.
    NoDaLiDa 2021.
    [article | bib | code]
    NorDial: A Preliminary Corpus of Written Norwegian Dialect Use .
    Jeremy Barnes, Petter Mæhlum and Samia Touileb.
    NoDaLiDa 2021.
    [article | bib | code]
    Negation in Norwegian: an annotated dataset .
    Petter Mæhlum, Jeremy Barnes, Robin Kurtz, Lilja Øvrelid and Erik Velldal.
    NoDaLiDa 2021.
    [article | bib | code]

2020


    Named Entity Recognition without Labelled Data:
    A Weak Supervision Approach
    .
    Pierre Lison, Aliaksandr Hubin, Jeremy Barnes, Samia Touileb.
    ACL 2020.
    [article | bib | code]
    Improving Sentiment Analysis with Multi-task Learning of Negation.
    Jeremy Barnes, Erik Velldal, and Lilja Øvrelid.
    Journal of Natural Language Engineering.
    [article | bib | preprint | code]
    Cross-lingual Emotion Intensity Prediction .
    Irean Navas Alejo, Toni Badia, Jeremy Barnes.
    PEOPLES 2020.
    [article | bib | code]
    A Fine-Grained Sentiment Dataset for Norwegian .
    Lilja Øvrelid, Petter Mæhlum, Jeremy Barnes, Erik Velldal.
    LREC 2020.
    [article | bib | code]

2019


    Lexicon information in neural sentiment analysis:
    a multi-task learning approach.
    Jeremy Claude Barnes, Samia Touileb, Lilja Øvrelid and Erik Velldal.
    Nordic Conference on Computational Linguistics (NoDaLiDa 2019).
    [article | code | bib]
    Annotating evaluative sentences in Norwegian.
    Petter Mæhlum, Jeremy Claude Barnes, Lilja Øvrelid and Erik Velldal.
    Nordic Conference on Computational Linguistics (NoDaLiDa 2019).
    [article | dataset/code | bib]
    Sentiment analysis is not solved! Assessing and probing sentiment classifiers.
    Jeremy Barnes, Lilja Øvrelid, and Erik Velldal.
    BlackboxNLP 2019.
    [article | bib | code | poster]
    Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages.
    Jeremy Barnes, Roman Klinger, and Sabine Schulte im Walde.
    ACL 2018.
    [article | bib | code | poster]
    LTG-Oslo Hierarchical Multi-task Network:
    The importance of negation for document-level sentiment in Spanish
    .
    Jeremy Barnes.
    Neges Workshop 2019 at SEPLN.
    [article | code | bib]
    On the Effect of Word Order on Cross-lingual Sentiment Analysis.
    Àlex R. Atrio, Toni Badia, and Jeremy Barnes.
    Best Paper Award SEPLN 2019.
    [article | code | bib]
    Neural and Linear Pipeline Approaches to Cross-lingual Morphological Analysis.
    Çağrı Çöltekin and Jeremy Barnes.
    Vardial 2019.
    [article | bib]

2018


    Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages.
    Jeremy Barnes, Roman Klinger, and Sabine Schulte im Walde.
    ACL 2018.
    [article | bib | code | poster]
    Projecting Embeddings for Domain Adaptation: Joint Modeling of Sentiment Analysis in Diverse Domains.
    Jeremy Barnes, Roman Klinger, and Sabine Schulte im Walde.
    COLING 2018.
    [article | bib | code | poster]
    MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sentiment Classification.
    Jeremy Barnes, Patrik Lambert, and Toni Badia.
    LREC 2018.
    [article | bib | data | poster]

2017


    Assessing State-of-the-art Sentiment Models on State-of-the-art Sentiment Datasets.
    Barnes, Jeremy, Roman Klinger, and Sabine Schulte im Walde.
    WASSA 2017.
    [article | bib | code]
    Annotation, modelling and analysis of fine-grained emotions on a stance and sentiment detection corpus.
    Schuff, Hendrik, Jeremy Barnes, Julian Mohme, Sebastian Padó, and Roman Klinger.
    WASSA 2017.
    [article | bib | code]

2016


    Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.
    Barnes, Jeremy, Patrik Lambert, and Toni Badia.
    COLING 2016.
    [article | bib | poster]