80 citations · 311 across the 38 of their papers we have counts for
4 papers · 1 filter
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification
Shijing Chen, Mohamed Reda Bouadjenek, Shoaib Jameel +5
Multi-level Hierarchical Classification (MLHC) tackles the challenge of categorizing items within a complex, multi-layered class structure. However, traditional MLHC classifiers of…
CLUE: Contextualised Unified Explainable Learning of User Engagement in Video Lectures
Sujit Roy, Gnaneswara Rao Gorle, Vishal Gaur +2
Predicting contextualised engagement in videos is a long-standing problem that has been popularly attempted by exploiting the number of views or the associated likes using differen…
Probabilistic Relation Induction in Vector Space Embeddings
Zied Bouraoui, Shoaib Jameel, Steven Schockaert
Word embeddings have been found to capture a surprisingly rich amount of syntactic and semantic knowledge. However, it is not yet sufficiently well-understood how the relational kn…
Entity Embeddings with Conceptual Subspaces as a Basis for Plausible Reasoning
Shoaib Jameel, Steven Schockaert
Conceptual spaces are geometric representations of conceptual knowledge, in which entities correspond to points, natural properties correspond to convex regions, and the dimensions…