2 papers
cs.LG2026
Structural Interpretations of Protein Language Model Representations via Differentiable Graph Partitioning
Siddhant Dutta, Edward Tan Beng Wai, Soumick Sarker +2
Protein language models such as ESM-2 learn rich residue representations that achieve strong performance on protein function prediction, but their features remain difficult to inte…
cs.CL2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin
Soumick Sarker, Abhijit Kumar Rai
Financial dialogue transcripts pose a unique challenge for sentence-level information extraction due to their informal structure, domain-specific vocabulary, and variable intent de…