PPaperPicks

Barry-John Theobald

10 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

ICML ×3EMNLP ×2InterSpeech ×2AAAI ×1ACL ×1NeurIPS ×1

Frequent coauthors

Katherine Metcalf
×5
Skyler Seto
×5
Natalie Mackraz
×3
Zakaria Aldeneh
×3
Nivedha Sivakumar
×2
Luca Zappella
×2
Nicholas Apostoloff
×2
Chen Huang
×2
Masha Fedzechkina
×2
Miguel Sarabia
×2
Takuya Higuchi
×2
Jee-weon Jung
×2

Papers

  1. Aligning LLMs by Predicting Preferences from User Writing Samples
    ICML 2025 ·
    Stéphane Aroca-Ouellette
    ,
    Natalie Mackraz
    , Barry-John Theobald,
    Katherine Metcalf
  2. Bias after Prompting: Persistent Discrimination in Large Language Models
    EMNLP 2025 ·
    Nivedha Sivakumar
    ,
    Natalie Mackraz
    ,
    Samira Khorshidi
    ,
    Krishna Patel
    , Barry-John Theobald,
    Luca Zappella
    ,
    Nicholas Apostoloff
  3. Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs
    ICML 2025 ·
    Yinong Oliver Wang
    ,
    Nivedha Sivakumar
    ,
    Falaah Arif Khan
    ,
    Katherine Metcalf
    ,
    Adam Golinski
    ,
    Natalie Mackraz
    , Barry-John Theobald,
    Luca Zappella
    ,
    Nicholas Apostoloff
  4. Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
    ICML 2025 ·
    Chen Huang
    ,
    Skyler Seto
    ,
    Hadi Pouransari
    ,
    Mehrdad Farajtabar
    ,
    Raviteja Vemulapalli
    ,
    Fartash Faghri
    ,
    Oncel Tuzel
    , Barry-John Theobald,
    Joshua M. Susskind
  5. Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models
    ACL 2025 ·
    Anirudh Sundar
    ,
    Sinead Williamson
    ,
    Katherine Metcalf
    , Barry-John Theobald,
    Skyler Seto
    ,
    Masha Fedzechkina
  6. Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It's Complicated
    AAAI 2024 ·
    Katherine Metcalf
    ,
    Miguel Sarabia
    ,
    Masha Fedzechkina
    , Barry-John Theobald
  7. Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
    InterSpeech 2024 ·
    Zakaria Aldeneh
    ,
    Takuya Higuchi
    ,
    Jee-weon Jung
    ,
    Skyler Seto
    ,
    Tatiana Likhomanenko
    ,
    Stephen Shum
    ,
    Ahmed Hussen Abdelaziz
    ,
    Shinji Watanabe
    , Barry-John Theobald
  8. ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models
    InterSpeech 2024 ·
    Jee-weon Jung
    ,
    Wangyou Zhang
    ,
    Jiatong Shi
    ,
    Zakaria Aldeneh
    ,
    Takuya Higuchi
    ,
    Alex Gichamba
    , Barry-John Theobald,
    Ahmed Hussen Abdelaziz
    ,
    Shinji Watanabe
  9. Learning Spatially-Aware Language and Audio Embeddings
    NeurIPS 2024 ·
    Bhavika Devnani
    ,
    Skyler Seto
    ,
    Zakaria Aldeneh
    ,
    Alessandro Toso
    ,
    Elena Menyaylenko
    , Barry-John Theobald,
    Jonathan Sheaffer
    ,
    Miguel Sarabia
  10. On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization
    EMNLP 2024 ·
    Yong Lin
    ,
    Skyler Seto
    ,
    Maartje ter Hoeve
    ,
    Katherine Metcalf
    , Barry-John Theobald,
    Xuan Wang
    ,
    Yizhe Zhang
    ,
    Chen Huang
    ,
    Tong Zhang