Research output per year
Research output per year
- 16 results
Search results
-
2024
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 Access1 Citation (Scopus) -
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 -
2023
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 Access11 Citations (Scopus) -
2022
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning rule
Zhang, M., Pan, S., Chang, X., Su, S., Hu, J., Haffari, G. & Yang, B., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. Dana, K., Hua, G., Roth, S., Samaras, D. & Singh, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 11861-11870 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
21 Citations (Scopus) -
Can domains be transferred across languages in multi-domain multilingual Neural Machine Translation?
Vu, T. T., Khadivi, S., He, X., Phung, D. & Haffari, G., 2022, WMT 2022 - Seventh Conference on Machine Translation - Proceedings of the Conference. Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 381-396 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Domain generalisation of NMT: fusing adapters with leave-one-domain-out training
Vu, T.-T., Khadivi, S., Phung, D. & Haffari, G., 2022, ACL 2022 - The 60th Annual Meeting of the Association for Computational Linguistics - Findings of ACL 2022. Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 582-588 7 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile9 Citations (Scopus) -
2021
Generalised unsupervised domain adaptation of neural machine translation with cross-lingual data selection
Vu, T., He, X., Phung, D. & Haffari, R., 2021, 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Huang, X., Specia, L. & Wen-tau Yin, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 3335–3346 12 p. 268Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile8 Citations (Scopus) -
Improving numerical reasoning skills in the modular approach for complex question answering on text
Guo, X., Li, Y.-F. & Haffari, R., 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Huang, X., Specia, L. & Wen-tau Yih, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 2713–2718 6 p. 231Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile3 Citations (Scopus) -
It is not as good as you think! Evaluating simultaneous machine ttranslation on interpretation data
Zhao, J., Arthur, P., Haffari, G., Cohn, T. & Shareghi, E., 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Huang, X., Specia, L. & Wen-tau Yih, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 6707-6715 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile8 Citations (Scopus) -
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers
Li, Z., Qu, L. & Haffari, R., 2021, 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Huang, X., Specia, L. & Yin, S.W.-T. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 3816–3831 16 p. 310Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile13 Citations (Scopus) -
Uncertainty-aware balancing for multilingual and multi-domain neural machine translation training
Wu, M., Li, Y., Zhang, M., Li, L., Haffari, R. & Liu, Q., 2021, 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Huang, X., Specia, L. & Wen-tau Yin, S. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 7291–7305 15 p. 580Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile15 Citations (Scopus) -
2020
Personal information leakage detection in conversations
Xu, Q., Qu, L., Gao, Z. & Haffari, G., 2020, EMNLP 2020, 2020 Conference on Empirical Methods in Natural Language Processing: Proceedings of the Conference. Cohn, T., He, Y. & Liu, Y. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 6567-6580 14 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile10 Citations (Scopus) -
Reasoning like human: hierarchical reinforcement learning for knowledge graph reasoning
Wan, G., Pan, S., Gong, C., Zhou, C. & Haffari, G., 2020, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence . Bessiere, C. (ed.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 1926-1932 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile90 Citations (Scopus) -
Scene graph modification based on Natural Language Commands
He, X., Tran, Q. H., Haffari, G., Chang, W., Bui, T., Lin, Z., Dernoncourt, F. & Dam, N., 2020, Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020. Cohn, T., He, Y. & Liu, Y. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 972-990 19 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile7 Citations (Scopus) -
2019
A pointer network architecture for context-dependent semantic parsing
He, X., Huang Tran, Q. & Haffari, R., 2019, Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association. Mistica, M. (ed.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 94–99 6 p. U19-1013Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
Open AccessFile -
Neural versus non-neural Text Simplification: a case study
Nassar, I., Ananda-Rajah, M. & Haffari, R., 2019, Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association. Mistica, M. (ed.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 172–177 6 p. U19-1023Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
Open AccessFile