Research output per year
Research output per year
Personal profile
Biography
Sameen Maruf is a Post-Doctoral research fellow at the Faculty of Information Technology, Monash University, Australia. She completed her doctorate degree from Monash University in 2019 with a thesis on Document-wide Neural Machine Translation and has been a Post-Doc researcher at the same since July 2019.
Sameen is currently working on explaining the outcomes of complex computational models (Explainable AI). Her research background includes Natural Language Processing and Deep Learning.
Research area keywords
- Natural Language Processing
- Artificial intelligence
- Deep Learning
- Machine Learning
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A survey on document-level neural machine translation: methods and evaluation
Maruf, S., Saleh, F. & Haffari, G., Mar 2021, In: ACM Computing Surveys. 54, 2, 36 p., 45.Research output: Contribution to journal › Review Article › Other › peer-review
30 Citations (Scopus) -
Explaining Decision-Tree predictions by addressing potential conflicts between predictions and plausible expectations
Maruf, S., Zukerman, I., Reiter, E. & Haffari, R., 2021, The 14th International Conference on Natural Language Generation: Proceedings of the Conference 20-24. M. Howcroft, D. (ed.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 114–127 14 p. 12Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Learning to Explain: generating stable explanations fast
Situ, X., Zukerman, I., Paris, C., Maruf, S. & Haffari, G., 2021, The 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Proceedings of the Conference, Vol. 1 (Long Papers). Xia, F., Li, W. & Navigli, R. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 5340-5355 16 p. 415Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile6 Citations (Scopus) -
Lifelong explainer for Lifelong Learners
Situ, S., Maruf, S., Zukerman, I., Paris, C. & 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. 2933-2940 8 p. 233Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Contextual neural machine translation improves translation of cataphoric pronouns
Wong, K., Maruf, S. & Haffari, R., Jul 2020, ACL 2020 - The 58th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference. Chai, J., Schluter, N. & Tetreault, J. (eds.). Stroudsburg PA USA: Association for Computational Linguistics (ACL), p. 5971-5978 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile