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Trevor Cohn

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

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

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Venues

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

Frequent coauthors

Panuthep Tasawong
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Fan Jiang
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Sukai Huang
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Zheng Wei Lim
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Jianyuan Guo
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Sayantan Dasgupta
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Alham Fikri Aji
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Zhixun Chen
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Xuanli He
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Raphaël Merx
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Viktoria Schram
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Jun Wang
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Papers

  1. SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia
    ACL 2026 ·
    Panuthep Tasawong
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  2. SEA-SafeguardBench: Culturally Grounded Safety Benchmark for Southeast Asian Languages
    ACL 2026 ·
    Panuthep Tasawong
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  3. Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping
    EACL 2026 ·
    Fan Jiang
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  4. Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
    NeurIPS 2025 ·
    Jianyuan Guo
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  5. Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation
    ICAPS 2025 ·
    Sukai Huang
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  6. Improving Language Model Distillation through Hidden State Matching
    ICLR 2025 ·
    Sayantan Dasgupta
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  7. LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages
    EMNLP 2025 ·
    Alham Fikri Aji
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  8. MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
    NeurIPS 2025 ·
    Zhixun Chen
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  9. Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM
    ICLR 2025 ·
    Zheng Wei Lim
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  10. Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts
    AAAI 2025 ·
    Sukai Huang
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  11. TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning
    ACL 2025 ·
    Xuanli He
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  12. Tulun: Transparent and Adaptable Low-resource Machine Translation
    ACL 2025 ·
    Raphaël Merx
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  13. Zero-Shot Performance Prediction for Probabilistic Scaling Laws
    NeurIPS 2025 ·
    Viktoria Schram
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  14. Backdoor Attacks on Multilingual Machine Translation
    NAACL 2024 ·
    Jun Wang
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  15. Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision
    EMNLP 2024 ·
    Fan Jiang
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  16. Revisiting subword tokenization: A case study on affixal negation in large language models
    NAACL 2024 ·
    Thinh Truong
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  17. Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation
    ACL 2024 ·
    Zheng Wei Lim
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