3 papers
cs.CL2024
Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech
Menglin Li, Kwan Hui Lim
The Financial Relation Extraction (FinRE) task involves identifying the entities and their relation, given a piece of financial statement/text. To solve this FinRE problem, we prop…
cs.IR2024
FewUser: Few-Shot Social User Geolocation via Contrastive Learning
Menglin Li, Kwan Hui Lim
To address the challenges of scarcity in geotagged data for social user geolocation, we propose FewUser, a novel framework for Few-shot social User geolocation. We incorporate a co…
cs.IR2024
Leveraging Contrastive Learning for Few-shot Geolocation of Social Posts
Menglin Li, Kwan Hui Lim
Social geolocation is an important problem of predicting the originating locations of social media posts. However, this task is challenging due to the need for a substantial volume…