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Shubhangi Agarwal

2 accepted papers

2025

A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs

ACL 2025finding

Large Language Models (LLMs) have demonstrated remarkable generalization capabilities across diverse tasks and languages. In this study, we focus on natural language understanding in three classical languages—Sanskrit, Ancient Greek and Latin—to investigate the factors affecting cross-lingual zero-s…

2021

GraphReach: Position-Aware Graph Neural Network using Reachability Estimations

IJCAI 2021poster

Majority of the existing graph neural networks(GNN) learn node embeddings that encode their local neighborhoods but not their positions. Consequently, two nodes that are vastly distant but located in similar local neighborhoods map to similar embeddings in those networks. This limitation prevents ac…