3 papers
cs.CL2026
Narrative-UFET: Narrative Generation for Ultra-Fine Entity Typing
Mreedul Gupta, Advait Deshmukh, Ashwin Umadi +2
Ultra-fine entity typing (UFET) assigns highly specific types to entity mentions, but current approaches struggle with types in the long tail. We hypothesize that a key limitation…
cs.CL2026
A Structured Clustering Approach for Inducing Media Narratives
Rohan Das, Advait Deshmukh, Alexandria Leto +3
Media narratives wield tremendous power in shaping public opinion, yet computational approaches struggle to capture the nuanced storytelling structures that communication theory em…
cs.CL2025
All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing
Advait Deshmukh, Ashwin Umadi, Dananjay Srinivas +1
Due to their capacity to acquire world knowledge from large corpora, pre-trained language models (PLMs) are extensively used in ultra-fine entity typing tasks where the space of la…