5 papers
PROSLEX: A Novel Dataset for Expert-Annotated Legal Statute Prediction for Indian Judiciary
Subinay Adhikary, Upal Bhattacharya, Vivek Kumar Singh +6
Legal Statute Prediction (LSP) involves automatically identifying relevant legal statutes given factual descriptions in legal documents, typically framed as a multi-label classific…
SamaVaani: Auditing and Debiasing Multilingual Clinical ASR for Indian Languages
Subham Kumar, Prakrithi Shivaprakash, Abhishek Manoharan +7
Automatic Speech Recognition (ASR) is increasingly used to document clinical encounters, yet its reliability in multilingual and demographically diverse Indian healthcare context r…
REMEDI: A Benchmark for Retention and Unlearning Evaluation in Multi-label Clinical Disease Inference
Anurag Sharma, Sai Teja Chunchu, Prasenjit Mitra +2
Language models trained for clinical disease inference are trained on patient data, which may include sensitive and private information, and data owners may request the removal of…
Cross-Modal Rationale Transfer for Explainable Humanitarian Classification on Social Media
Thi Huyen Nguyen, Koustav Rudra, Wolfgang Nejdl
Advances in social media data dissemination enable the provision of real-time information during a crisis. The information comes from different classes, such as infrastructure dama…
GRACE: Graph Neural Networks for Locus-of-Care Prediction under Extreme Class Imbalance
Subham Kumar, Lekhansh Shukla, Animesh Mukherjee +2
Determining the appropriate locus of care for addiction patients is one of the most critical clinical decisions that affects patient treatment outcomes and effective use of resourc…