Activities per year
Project Details
Description
Text mining and relation extraction, are challenging NLP tasks, that become only harder when we deal with chemical texts, and in particular chemical patents. Chemical patents are at the same time a key source of chemical information regarding new compounds and their synthesis, and linguistically very complex and ambiguous documents. Through a large grant awarded by the Australian Research Council, Professor Karin Verspoor at the University of Melbourne is leading a project to extract chemical reaction information from chemical patents.
| Short title | CheMU |
|---|---|
| Status | Finished |
| Effective start/end date | 06/1/18 → 12/31/22 |
Fingerprint
Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.
-
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, ...
-
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, ...
-
Patent for system and method for text mining
Verspoor, K. (Participant) & Akhondi, S. (Participant)
2020Activity: Other
-
A pre-trained Language Model for Chemical Patents
He, J., Zhai, Z., Akhondi, S., Drukenbrodt, C., Thorne, C., Yoshikawa, H. & Verspoor, K., 2021, In: International Conference Recent Advances in Natural Language Processing, RANLP.Research output: Contribution to journal › Article › peer-review
-
Chemical Reaction Reference Resolution in Patent
Yoshikawa, H., Akhondi, S., Thorne, C., Drukenbrodt, C., Hoessel, R., Zhai, Z., He, J., Baldwin, T. & Verspoor, K., 2021.Research output: Contribution to conference › Paper › peer-review
-
ChemTables: A Dataset for Semantic Classification of Tables in Chemical Patents.
Zhai, Z., Drukenbrodt, C., Thorne, C., Akhondi, S., Nguyen, D. Q., Cohn, T. & Verspoor, K., 2021, In: Research Square preprint.Research output: Contribution to journal › Article › peer-review
Open Access
Press/Media
-
How data scientists are uncovering chemical compounds hidden in patents
Verspoor, K., Tsatsaronis, G., Akhondi, S., Drukenbrodt, C., Hoessel, R., Thorne, C., Cohn, T., Nguyen, D. Q., Zhai, Z., Fang, B. & Yohsikawa, H.
11/28/19
1 Media contribution
Press/Media
-
These Elsevier collaborations use machine learning to turn data into knowledge
Menzies, T., Verspoor, K., Jones, D., Gabriel, A., Tsatsaronis, G. & Thompson, L.
12/1/17
1 Media contribution
Press/Media