Exploiting Context in Multilingual Understanding and Generation

Haffari, Reza (Primary Chief Investigator (PCI))

Department of Data Science & AI

Project: Research

Status	Active
Effective start/end date	20/11/20 → 28/02/26

Funding

ARC - Australian Research Council: A$105,916.00

16 Conference Paper
1 Review Article

MIXTURE-OF-SKILLS: Learning to Optimize Data Usage for Fine-Tuning Large Language Models
Wu, M., Vu, T. T., Qu, L. & Haffari, G., 2024, EMNLP 2024, The 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Kerrville TX USA: Association for Computational Linguistics (ACL), p. 14226-14240 15 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Open Access
Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights
Yang, H., Qu, L., Shareghi, E. & Haffari, R., 2024, EMNLP 2024, The 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Kerrville TX USA: Association for Computational Linguistics (ACL), p. 10957–10973 17 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Open Access
Systematic Assessment of Factual Knowledge in Large Language Models
Luo, L., Vu, T.-T., Phung, D. & Haffari, G., 2023, EMNLP 2023, The 2023 Conference on Empirical Methods in Natural Language Processing, Findings of the Association for Computational Linguistics: EMNLP 2023. Tomeh, N., Fujita, A., Sun, A., Wang, B., Tong, R. & Cotterell, R. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 13272-13286 15 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

Open Access

11 Citations (Scopus)

High-performance Computing (M3/MASSIVE)
Powell, D. (Manager) & Tan, G. (Manager)
Office of the Vice-Provost (Research and Research Infrastructure)
Facility/equipment: Facility
Monash eResearch
Powell, D. (Manager)
Office of the Vice-Provost (Research and Research Infrastructure)
Facility/equipment: Facility

Exploiting Context in Multilingual Understanding and Generation

Project Details

Funding

Research output

MIXTURE-OF-SKILLS: Learning to Optimize Data Usage for Fine-Tuning Large Language Models

Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights

Systematic Assessment of Factual Knowledge in Large Language Models

Equipment

High-performance Computing (M3/MASSIVE)

Monash eResearch