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When Meaning Travels: A Granular Lens on Hybrid-MoE's Role in Idiomatic Understanding for Language Models
Sarmistha Das, Vaibhav Vishal, Shreyas Guha +3
In the contemporary epoch of multilingual education, learning idioms provides a fascinating gateway towards creativity, cultural values, historical context, and diverse perspective…
FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages
Sarmistha Das, Vaibhav Vishal, Syed Ibrahim Ahmad +2
Financial decision-making in multilingual settings demands accurate numerical reasoning grounded in diverse modalities, yet existing benchmarks largely overlook this high-stakes, r…
SUMMIR: A Hallucination-Aware Framework for Ranking Sports Insights from LLMs
Nitish Kumar, Sannu Kumar, S Akash +3
With the rapid proliferation of online sports journalism, extracting meaningful pre-game and post-game insights from articles is essential for enhancing user engagement and compreh…
VIRAASAT: Traversing Novel Paths for Indian Cultural Reasoning
Harshul Raj Surana, Arijit Maji, Aryan Vats +3
Large Language Models (LLMs) have made significant progress in reasoning tasks across various domains such as mathematics and coding. However, their performance deteriorates in tas…