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Collaborations and top research areas from the last five years
Profiles
Projects
- 8 Finished
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ChEMU: Cheminformatics Elsevier Melbourne University lab
Akhondi, S. (PI)
05/15/20 → 09/30/20
Project: Other
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DL: ICAI Discovery Lab
van Harmelen, F. (CoPI), De Rijke, M. (CoI), Siebert, M. (CoI), Hoekstra, R. (CoPI), Tsatsaronis, G. (CoPI), Groth, P. (CoPI), Cochez, M. (CoI), Pernisch, R. (CoI), Alivanistos, D. (CoI), Mansoury, M. (CoI), van Hoof, H. (CoI), Pal, V. (CoI), Pijnenburg, T. (CoI), Mitra, P. (CoI), Bey, T. (CoI) & de Waard, A. (CoPI)
10/1/19 → 03/31/25
Project: Research
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Information Extraction for Chemical Reactions with University of Melbourne
Verspoor, K. (PI), Akhondi, S. (CoPI), Tsatsaronis, G. (CoI), Drukenbrodt, C. (CoI), Thorne, C. (CoI), Hoessel, R. (CoI), Cohn, T. (CoI), Nguyen, D. Q. (CoI), Zhai, Z. (CoI), Fang, B. (CoI), Yohsikawa, H. (CoI) & Doornenbal, M. (CoI)
06/1/18 → 12/31/22
Project: Research
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Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?
Tabatabaei, S. A., Fancher, S., Parsons, M. & Askari, A., 2025, Industry Track. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B., Schockaert, S., Darwish, K. & Agarwal, A. (eds.). Association for Computational Linguistics (ACL), p. 163-174 12 p. (Proceedings - International Conference on Computational Linguistics, COLING).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Benchmarking Named Entity Recognition Approaches for Extracting Research Infrastructure Information from Text
Cheirmpos, G., Tabatabaei, S. A., Kanoulas, E. & Tsatsaronis, G., 2024, Machine Learning, Optimization, and Data Science - 9th International Conference, LOD 2023. Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P. M. & Umeton, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 131-141 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14505 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Evaluating approaches to identifying research supporting the United Nations Sustainable Development Goals
Kashnitsky, Y., Roberge, G., Mu, J., Kang, K., Wang, W., Vanderfeesten, M., Rivest, M., Chamezopoulos, S., Jaworek, R., Vignes, M., Jayabalasingham, B., Boonen, F., James, C., Doornenbal, M. & Labrosse, I., May 1 2024, In: Quantitative Science Studies. 5, 2, p. 408-425 18 p.Research output: Contribution to journal › Article › peer-review
Open Access16 Link opens in a new tab Scopus citations
Datasets
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ChEMU-Ref dataset for Modeling Anaphora Resolution i n the Chemical Domain.
Fang, B. (Creator), Drukenbrodt, C. (Creator), Yeow, C. (Creator), Novakovic, S. (Creator), Hoessel, R. (Creator), Akhondi, S. (Creator), He, J. (Creator), Mistica, M. (Creator), Baldwin, T. (Creator) & Verspoor, K. (Creator), Mendeley Data, 2021
Dataset
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Automatic identification of relevant chemical compounds from patents. The training corpus.
Akhondi, S. (Creator), Mendeley Data, 2019
Dataset
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ChEMU dataset for information extraction from chemical patents
Verspoor, K. (Creator), Nguyen, D. Q. (Creator), Akhondi, S. (Creator), Drukenbrodt, C. (Creator), Thorne, C. (Creator), Hoessel, R. (Creator), He, J. (Creator) & Zhai, Z. (Creator), Mendeley Data, 2020
Dataset
Prizes
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Elsevier wins CLEF SimpleText Track Task 1 (retrieve relevant passages given a scientific topic)
Capari, A. (Recipient) & Hosein, A. (Recipient), 2023
Prize
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ChEMU Shared Task 2022
Akhondi, S. (Organizer), Thorne, C. (Organizer), Drukenbrodt, C. (Organizer) & Verspoor, K. (Organizer)
2022Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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ChEMU Shared Task 2021
Akhondi, S. (Organizer), Thorne, C. (Organizer), Drukenbrodt, C. (Organizer) & Verspoor, K. (Organizer)
2021Activity: Participating in or organizing an event › Organizing a conference, workshop, ...
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Patent for system and method for text mining
Verspoor, K. (Participant) & Akhondi, S. (Participant)
2020Activity: Other
Press/Media
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Expert Q&A: How artificial intelligence enables superior research
02/17/20
1 Media contribution
Press/Media
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300 miljoen extra voor Amsterdams AI-onderzoek
Hoekstra, R. & Tsatsaronis, G.
12/12/19
1 Media contribution
Press/Media
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What it takes to be an industrial PhD supervisor at Elsevier
Tsatsaronis, G. & Gracy, K. N.
12/5/19
1 Media contribution
Press/Media