PPaperPicks

Trevor Cohn

University of Melbourne, School of Computing and Information Systems, Australia

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

DBLP profile ↗ORCID 0000-0003-4363-1673 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×5NeurIPS ×3EMNLP ×2ICLR ×2NAACL ×2AAAI ×1EACL ×1ICAPS ×1

Frequent coauthors

Alham Fikri Aji
×3
Panuthep Tasawong
×2
Jian Gang Ngui
×2
Peerat Limkonchotiwat
×2
Fan Jiang
×2
Honglin Yu
×2
Sukai Huang
×2
Nir Lipovetzky
×2
Zheng Wei Lim
×2
Xuanli He
×2
Qiongkai Xu
×2
Benjamin I. P. Rubinstein
×2

Papers

  1. SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia
    ACL 2026 ·
    Panuthep Tasawong
    ,
    Jian Gang Ngui
    ,
    Alham Fikri Aji
    , Trevor Cohn,
    Peerat Limkonchotiwat
  2. SEA-SafeguardBench: Culturally Grounded Safety Benchmark for Southeast Asian Languages
    ACL 2026 ·
    Panuthep Tasawong
    ,
    Jian Gang Ngui
    ,
    Alham Fikri Aji
    , Trevor Cohn,
    Peerat Limkonchotiwat
  3. Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping
    EACL 2026 ·
    Fan Jiang
    ,
    Honglin Yu
    ,
    Grace Chung
    , Trevor Cohn
  4. Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
    NeurIPS 2025 ·
    Jianyuan Guo
    ,
    Peike Li
    , Trevor Cohn
  5. Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation
    ICAPS 2025 ·
    Sukai Huang
    , Trevor Cohn,
    Nir Lipovetzky
  6. Improving Language Model Distillation through Hidden State Matching
    ICLR 2025 ·
    Sayantan Dasgupta
    , Trevor Cohn
  7. LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages
    EMNLP 2025 ·
    Alham Fikri Aji
    , Trevor Cohn
  8. MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
    NeurIPS 2025 ·
    Zhixun Chen
    ,
    Ping Guo
    ,
    Wenhan Han
    ,
    Yifan Zhang
    ,
    Binbin Li
    ,
    Haobin Lin
    ,
    Fengze Liu
    ,
    Yan Zhao
    ,
    Bingni Zhang
    ,
    Taifeng Wang
    ,
    Yin Zheng
    , Trevor Cohn,
    Meng Fang
  9. Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM
    ICLR 2025 ·
    Zheng Wei Lim
    ,
    Nitish Gupta
    ,
    Honglin Yu
    , Trevor Cohn
  10. Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts
    AAAI 2025 ·
    Sukai Huang
    ,
    Nir Lipovetzky
    , Trevor Cohn
  11. 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
  12. Tulun: Transparent and Adaptable Low-resource Machine Translation
    ACL 2025 ·
    Raphaël Merx
    ,
    Hanna Suominen
    ,
    Lois Yinghui Hong
    ,
    Nick Thieberger
    , Trevor Cohn,
    Ekaterina Vylomova
  13. Zero-Shot Performance Prediction for Probabilistic Scaling Laws
    NeurIPS 2025 ·
    Viktoria Schram
    ,
    Markus Hiller
    ,
    Daniel Beck
    , Trevor Cohn
  14. Backdoor Attacks on Multilingual Machine Translation
    NAACL 2024 ·
    Jun Wang
    ,
    Qiongkai Xu
    ,
    Xuanli He
    ,
    Benjamin I. P. Rubinstein
    , Trevor Cohn
  15. Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision
    EMNLP 2024 ·
    Fan Jiang
    ,
    Tom Drummond
    , Trevor Cohn
  16. Revisiting subword tokenization: A case study on affixal negation in large language models
    NAACL 2024 ·
    Thinh Truong
    ,
    Yulia Otmakhova
    ,
    Karin Verspoor
    , Trevor Cohn,
    Timothy Baldwin
  17. Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation
    ACL 2024 ·
    Zheng Wei Lim
    ,
    Ekaterina Vylomova
    , Trevor Cohn,
    Charles Kemp