A dataset specifically tailored to the biotech news sector, aiming to transcend the limitations of existing benchmarks. This dataset is rich in complex content, comprising various biotech news articles covering various events, thus providing a more nuanced view of information extraction challenges.
A standout feature of our dataset is its dual-layered approach: it not only identifies the general theme of the articles but also extracts specific information about the target companies involved. This dual focus significantly elevates the dataset’s relevance for applications demanding a deeper insight into the interplay of events, companies, and the broader biotech industry.
The dataset encompasses 31 classes, including a ‘None’ category, to cover various events and information types such as event organisation, executive statements, regulatory approvals, hiring announcements, and more.
Key aspects:
Event extraction
Multi-class classification
Biotech news domain
31 classes
3140 total number of examples
Classes:
alliance & partnership - forming an alliance or partnership
article publication - publishing an article
clinical trial sponsorship - Sponsoring or participating in a clinical trial
closing - shutting down a facility/office/division or ceasing an initiative
company description - describing or profiling the company
department establishment - establishing a new department or division
event organization - organizing or participating in an event like a conference, exhibition, etc
event organization - organizing or participating in an event
executive appointment - appointing a new executive
executive statement - a statement or quote from an executive of a company
expanding geography - expanding into new geographical areas
expanding industry - expanding into new industries or markets
foundation - establishing a new charitable foundation
funding round - raising a new round of funding
hiring - announcing new hires or appointments at the company
investment in public company - making an investment in a public company
ipo exit - having an initial public offering or acquisition exit
m&a - mergers, acquisitions, or divestitures
new initiatives & programs - announcing new initiatives or programs
new initiatives or programs - announcing new initiatives, programs, or campaigns
None - no label
other - other events that don't fit into defined categories
participation in an event - participating in an industry event, conference, etc
partnerships & alliances - forming partnerships or strategic alliances with other companies
patent publication - publication of a new patent filing
product launching & presentation - launching or unveiling a new product
product updates - announcing updates or new versions of existing products
regulatory approval - getting approval from regulatory bodies for products, services, trials, etc.
service & product providing - launching or expanding products or services
subsidiary establishment - establishing a new subsidiary company
support & philanthropy - philanthropic activities or donations
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