2025

    EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching
    Maite Heredia, Jeremy Barnes, Aitor Soroa
    CALCS 2025.
    [article | bib | code]
    Vision-Language Models Struggle to Align Entities across Modalities
    Iñigo Alonso, Gorka Azkune, Ander Salaberria, Jeremy Barnes, Oier Lopez De Lacalle
    Findings of ACL 2025.
    [article | bib | code]
    Truth Knows No Language: Evaluating Truthfulness Beyond English
    Blanca Calvo Figueras, Eneko Sagarzazu, Julen Etxaniz, Jeremy Barnes, Pablo Gamallo, Iria De Dios Flores, Rodrigo Agerri
    ACL 2025.
    [article | bib | code]
    Conversational Tutoring in VR Training: The Role of Game Context and State Variables
    Maia Aguirre, Ariane Méndez, Aitor García-Pablos, Montse Cuadros, Arantza del Pozo, Oier Lopez de Lacalle, Ander Salaberria, Jeremy Barnes, Pablo Martínez, Muhammad Zeshan Afzal
    IWSDS 2025.
    [article | bib ]
    IberoBench: A Benchmark for LLM Evaluation in Iberian Languages
    Irene Baucells, Javier Aula-Blasco, Iria de-Dios-Flores, Silvia Paniagua Suárez, Naiara Pérez, Anna Salles, Susana Sotelo Docio, Júlia Falcão, José Javier Saiz, Robiert Sepúlveda-Torres, Jeremy Barnes, Pablo Gamallo, Aitor González-Agirre, German Rigau, Marta Villegas
    COLING 2025.
    [article | bib | code]
    HiTZ at VarDial 2025 NorSID: Overcoming Data Scarcity with Language Transfer and Automatic Data Annotation
    Jaione Bengoetxea, Mikel Zubillaga, Ekhi Azurmendi, Maite Heredia, Julen Etxaniz, Markel Ferro, Jeremy Barnes
    Vardial 2025 NorSID Shared Task submission.
    [article | bib | code]

2024

    English Prompts are Better for NLI-based Zero-Shot Emotion Classification than Target-Language Prompts
    Patrick Bareiß, Roman Klinger, Jeremy Barnes
    WWW 2024.
    [article | bib ]
    XNLIeu: a dataset for cross-lingual NLI in Basque
    Maite Heredia, Julen Etxaniz, Muitze Zulaika, Xabier Saralegi, Jeremy Barnes, Aitor Soroa
    NAACL 2024.
    [article | bib | code]

2023

    Sentiment and Emotion Classification in Low-resource Settings
    Jeremy Barnes
    WASSA 2023.
    [article | bib | code]
    Identifying Token-Level Dialectal Features in Social Media
    Jeremy Barnes, Samia Touileb, Petter Mæhlum, and Pierre Lison.
    NoDaLiDa 2023.
    [article | bib | code]

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]