PPaperPicks

Pasquale Minervini

University of Edinburgh, UK

26 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8442-602X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×7EMNLP ×6ICML ×3NAACL ×3NeurIPS ×2AAAI ×1CIKM ×1EACL ×1ECML-PKDD ×1ICLR ×1

Frequent coauthors

Xuanli He
×8
Aryo Pradipta Gema
×6
Giwon Hong
×5
Yu Zhao
×5
Emile van Krieken
×5
Alessio Devoto
×4
Edoardo M. Ponti
×4
Xiaotang Du
×3
Rohit Saxena
×3
Antonio Vergari
×3
Oana-Maria Camburu
×3
Wai-Chung Kwan
×2

Papers

  1. Analyzing LLM Instruction Optimization for Tabular Fact Verification
    EACL 2026 ·
    Xiaotang Du
    ,
    Giwon Hong
    ,
    Wai-Chung Kwan
    ,
    Rohit Saxena
    ,
    Ivan Titov
    , Pasquale Minervini,
    Emily Allaway
  2. PiCSAR: Probabilistic Confidence Selection and Ranking for Reasoning Chains
    ACL 2026 ·
    Joshua Ong Jun Leang
    ,
    Zheng Zhao
    ,
    Aryo Pradipta Gema
    ,
    Sohee Yang
    ,
    Wai-Chung Kwan
    ,
    Xuanli He
    ,
    Wenda Li
    , Pasquale Minervini,
    Eleonora Giunchiglia
    ,
    Shay B. Cohen
  3. Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference
    AAAI 2025 ·
    Bartosz Wójcik
    ,
    Alessio Devoto
    ,
    Karol Pustelnik
    , Pasquale Minervini,
    Simone Scardapane
  4. An Auditing Test to Detect Behavioral Shift in Language Models
    ICLR 2025 ·
    Leo Richter
    ,
    Xuanli He
    , Pasquale Minervini,
    Matt J. Kusner
  5. Are We Done with MMLU?
    NAACL 2025 ·
    Aryo Pradipta Gema
    ,
    Joshua Ong Jun Leang
    ,
    Giwon Hong
    ,
    Alessio Devoto
    ,
    Alberto Carlo Maria Mancino
    ,
    Rohit Saxena
    ,
    Xuanli He
    ,
    Yu Zhao
    ,
    Xiaotang Du
    ,
    Mohammad Reza Ghasemi Madani
    ,
    Claire Barale
    ,
    Robert McHardy
    ,
    Joshua Harris
    ,
    Jean Kaddour
    ,
    Emile van Krieken
    , Pasquale Minervini
  6. DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations
    EMNLP 2025 ·
    Aryo Pradipta Gema
    ,
    Chen Jin
    ,
    Ahmed Abdulaal
    ,
    Tom Diethe
    ,
    Philip Alexander Teare
    ,
    Beatrice Alex
    , Pasquale Minervini,
    Amrutha Saseendran
  7. FLARE: Faithful Logic-Aided Reasoning and Exploration
    EMNLP 2025 ·
    Erik Arakelyan
    , Pasquale Minervini,
    Patrick S. H. Lewis
    ,
    Pat Verga
    ,
    Isabelle Augenstein
  8. Fine-Tuning Foundation Models for Temporal Knowledge Graph Reasoning
    ECML-PKDD 2025 ·
    Manuel Dileo
    , Pasquale Minervini,
    Matteo Zignani
  9. GRADA: Graph-based Reranking against Adversarial Documents Attack
    EMNLP 2025 ·
    Jingjie Zheng
    ,
    Aryo Pradipta Gema
    ,
    Giwon Hong
    ,
    Xuanli He
    , Pasquale Minervini,
    Youcheng Sun
    ,
    Qiongkai Xu
  10. Is Complex Query Answering Really Complex?
    ICML 2025 ·
    Cosimo Gregucci
    ,
    Bo Xiong
    ,
    Daniel Hernández
    ,
    Lorenzo Loconte
    , Pasquale Minervini,
    Steffen Staab
    ,
    Antonio Vergari
  11. MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
    NeurIPS 2025 ·
    Zhaowei Wang
    ,
    Wenhao Yu
    ,
    Xiyu Ren
    ,
    Jipeng Zhang
    ,
    Yu Zhao
    ,
    Rohit Saxena
    ,
    Liang Cheng
    ,
    Ginny Y. Wong
    ,
    Simon See
    , Pasquale Minervini,
    Yangqiu Song
    ,
    Mark Steedman
  12. Mixtures of In-Context Learners
    ACL 2025 ·
    Giwon Hong
    ,
    Emile van Krieken
    ,
    Edoardo Maria Ponti
    ,
    Nikolay Malkin
    , Pasquale Minervini
  13. Neurosymbolic Diffusion Models
    NeurIPS 2025 ·
    Emile van Krieken
    , Pasquale Minervini,
    Edoardo Maria Ponti
    ,
    Antonio Vergari
  14. Self-Training Large Language Models for Tool-Use Without Demonstrations
    NAACL 2025 ·
    Ne Luo
    ,
    Aryo Pradipta Gema
    ,
    Xuanli He
    ,
    Emile van Krieken
    ,
    Pietro Lesci
    , Pasquale Minervini
  15. SmaLLEXT: 1st Workshop on Small and Efficient Large Language Models for Knowledge Extraction
    CIKM 2025 ·
    Felice Antonio Merra
    ,
    Kristian Skracic
    ,
    Daniele Malitesta
    ,
    Jacek Golebiowski
    , Pasquale Minervini
  16. Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
    NAACL 2025 ·
    Yu Zhao
    ,
    Alessio Devoto
    ,
    Giwon Hong
    ,
    Xiaotang Du
    ,
    Aryo Pradipta Gema
    ,
    Hongru Wang
    ,
    Xuanli He
    ,
    Kam-Fai Wong
    , Pasquale Minervini
  17. TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning
    ACL 2025 ·
    Xuanli He
    ,
    Jun Wang
    ,
    Qiongkai Xu
    , Pasquale Minervini,
    Pontus Stenetorp
    ,
    Benjamin I. P. Rubinstein
    ,
    Trevor Cohn
  18. When Can Proxies Improve the Sample Complexity of Preference Learning?
    ICML 2025 ·
    Yuchen Zhu
    ,
    Daniel Augusto de Souza
    ,
    Zhengyan Shi
    ,
    Mengyue Yang
    , Pasquale Minervini,
    Matt J. Kusner
    ,
    Alexander Nicholas D'Amour
  19. A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression
    EMNLP 2024 ·
    Alessio Devoto
    ,
    Yu Zhao
    ,
    Simone Scardapane
    , Pasquale Minervini
  20. Analysing The Impact of Sequence Composition on Language Model Pre-Training
    ACL 2024 ·
    Yu Zhao
    ,
    Yuanbin Qu
    ,
    Konrad Staniszewski
    ,
    Szymon Tworkowski
    ,
    Wei Liu
    ,
    Piotr Milos
    ,
    Yuxiang Wu
    , Pasquale Minervini
  21. Atomic Inference for NLI with Generated Facts as Atoms
    EMNLP 2024 ·
    Joe Stacey
    , Pasquale Minervini,
    Haim Dubossarsky
    ,
    Oana-Maria Camburu
    ,
    Marek Rei
  22. On the Independence Assumption in Neurosymbolic Learning
    ICML 2024 ·
    Emile van Krieken
    , Pasquale Minervini,
    Edoardo M. Ponti
    ,
    Antonio Vergari
  23. Probing the Emergence of Cross-lingual Alignment during LLM Training
    ACL 2024 ·
    Hetong Wang
    , Pasquale Minervini,
    Edoardo M. Ponti
  24. SparseFit: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations
    ACL 2024 ·
    Jesus Solano
    ,
    Mardhiyah Sanni
    ,
    Oana-Maria Camburu
    , Pasquale Minervini
  25. Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs
    EMNLP 2024 ·
    Xin Zhou
    ,
    Ping Nie
    ,
    Yiwen Guo
    ,
    Haojie Wei
    ,
    Zhanqiu Zhang
    , Pasquale Minervini,
    Ruotian Ma
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  26. Using Natural Language Explanations to Improve Robustness of In-context Learning
    ACL 2024 ·
    Xuanli He
    ,
    Yuxiang Wu
    ,
    Oana-Maria Camburu
    , Pasquale Minervini,
    Pontus Stenetorp