Projects per year
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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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Knowledge Acquisition Passage Retrieval: Corpus, Ranking Models, and Evaluation Resources
Capari, A., Azarbonyad, H., Tsatsaronis, G., Afzal, Z., Dunham, J. & Kamps, J., Sep 14 2024, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).Research output: Contribution to journal › Article › peer-review
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ScienceDirect Topic Pages: A Knowledge Base of Scientific Concepts Across Various Science Domains
Capari, A., Azarbonyad, H., Tsatsaronis, G., Afzal, Z. & Dunham, J., Jul 11 2024, SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 2976-2980 5 p. (SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Link opens in a new tab Scopus citations
Datasets
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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
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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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ChemTables Sample: dataset for table classification in chemical patents
Thorne, C. (Creator), Akhondi, S. (Creator), Druckenbrodt, C. (Creator), Zhai, Z. (Creator), Verspoor, K. (Creator), Cohn, T. (Creator), Nguyen, D. Q. (Creator) & Eustratiadis, P. (Creator), Mendeley Data, Nov 4 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