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Michael Witbrock

11 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×3ACL ×3EMNLP ×2AAMAS ×1IJCAI ×1NeurIPS ×1

Frequent coauthors

Jiamou Liu
×6
Gaël Gendron
×6
Yang Chen
×5
Yonghua Zhu
×3
Qiming Bao
×3
Alex Yuxuan Peng
×3
Gillian Dobbie
×3
Xianda Zheng
×2
Zijian Huang
×2
Meng-Fen Chiang
×2
Kaiqi Zhao
×2
Wanjun Zhong
×2

Papers

  1. Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts
    ACL 2026 ·
    Xianda Zheng
    ,
    Zijian Huang
    ,
    Meng-Fen Chiang
    ,
    Jiamou Liu
    ,
    Yuan Fang
    , Michael J. Witbrock,
    Kaiqi Zhao
  2. Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision
    ACL 2026 ·
    Xianda Zheng
    ,
    Huan Gao
    ,
    Meng-Fen Chiang
    , Michael J. Witbrock,
    Kaiqi Zhao
    ,
    Shangyang Li
  3. A Survey of Pun Generation: Datasets, Evaluations and Methodologies
    EMNLP 2025 ·
    Yuchen Su
    ,
    Yonghua Zhu
    ,
    Ruofan Wang
    ,
    Zijian Huang
    ,
    Diana Benavides-Prado
    , Michael J. Witbrock
  4. Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models
    AAAI 2025 ·
    Qiming Bao
    ,
    Juho Leinonen
    ,
    Alex Yuxuan Peng
    ,
    Wanjun Zhong
    ,
    Gaël Gendron
    ,
    Timothy Pistotti
    ,
    Alice Huang
    ,
    Paul Denny
    , Michael Witbrock,
    Jiamou Liu
  5. Trust Region Reward Optimization and Proximal Inverse Reward Optimization Algorithm
    NeurIPS 2025 ·
    Yang Chen
    ,
    Menglin Zou
    ,
    Jiaqi Zhang
    ,
    Yitan Zhang
    ,
    Junyi Yang
    ,
    Gaël Gendron
    ,
    Libo Zhang
    ,
    Jiamou Liu
    , Michael Witbrock
  6. Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
    ACL 2024 ·
    Qiming Bao
    ,
    Alex Yuxuan Peng
    ,
    Zhenyun Deng
    ,
    Wanjun Zhong
    ,
    Gaël Gendron
    ,
    Timothy Pistotti
    ,
    Neset Tan
    ,
    Nathan Young
    ,
    Yang Chen
    ,
    Yonghua Zhu
    ,
    Paul Denny
    , Michael Witbrock,
    Jiamou Liu
  7. Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks
    AAMAS 2024 ·
    Gaël Gendron
    ,
    Yang Chen
    ,
    Mitchell Rogers
    ,
    Yiping Liu
    ,
    Mihailo Azhar
    ,
    Shahrokh Heidari
    ,
    David Arturo Soriano Valdez
    ,
    Kobe Knowles
    ,
    Padriac O'Leary
    ,
    Simon Eyre
    , Michael Witbrock,
    Gillian Dobbie
    ,
    Jiamou Liu
    ,
    Patrice Delmas
  8. Can Large Language Models Learn Independent Causal Mechanisms?
    EMNLP 2024 ·
    Gaël Gendron
    ,
    Bao Trung Nguyen
    ,
    Alex Yuxuan Peng
    , Michael J. Witbrock,
    Gillian Dobbie
  9. Large Language Models Are Not Strong Abstract Reasoners
    IJCAI 2024 ·
    Gaël Gendron
    ,
    Qiming Bao
    , Michael Witbrock,
    Gillian Dobbie
  10. Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables
    AAAI 2024 ·
    Yang Chen
    ,
    Xiao Lin
    ,
    Bo Yan
    ,
    Libo Zhang
    ,
    Jiamou Liu
    ,
    Neset Özkan Tan
    , Michael Witbrock
  11. Robust Node Classification on Graph Data with Graph and Label Noise
    AAAI 2024 ·
    Yonghua Zhu
    ,
    Lei Feng
    ,
    Zhenyun Deng
    ,
    Yang Chen
    ,
    Robert Amor
    , Michael Witbrock