Prof Trevor Cohn
Professor
School of Computing and Information Systems
248 Scholarly works
22 Projects
HIGHLIGHTS
2025
Journal article
Few-Shot Multilingual Open-Domain QA from Five Examples
DOI: 10.1162/tacl_a_007502025
Journal article
Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts
DOI: 10.1609/aaai.v39i25.348552025
Conference Proceedings
Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM
2021
Conference Proceedings
A targeted attack on black-box neural machine translation with parallel data poisoning
DOI: 10.1145/3442381.34500342021
Research grants (ARC, NHMRC, MRFF)
Nyingarn: A Platform for Primary Sources in Australian Indigenous Languages
2018
Research grants (ARC, NHMRC, MRFF)
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Central Operating)
2018
Research Grant
Arc Training Centre in Cognitive Computing for Medical Technologies (Arc - Stream 1 & 2)
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
TULUN: Transparent and Adaptable Low-resource Machine Translation
DOI: 10.18653/v1/2025.acl-demo.132025
Conference Proceedings
OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages
DOI: 10.18653/v1/2025.wmt-1.82025
Conference Proceedings
TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning
DOI: 10.18653/v1/2025.findings-acl.8482025
Journal article
Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation
DOI: 10.1609/icaps.v35i1.361192025
Conference Proceedings
LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages
DOI: 10.18653/v1/2025.emnlp-main.8812025
Conference Proceedings
IMPROVING LANGUAGE MODEL DISTILLATION THROUGH HIDDEN STATE MATCHING
2024
Journal article
Predicting Human Translation Difficulty with Neural Machine Translation
DOI: 10.1162/tacl_a_00714
RECENT PROJECTS
2023
Research grants (ARC, NHMRC, MRFF)
Small Scalable Natural Language Models Using Explicit Memory