Siddharth Khincha — accepted AI-conference papers

2025

Leveraging LLM For Synchronizing Information Across Multilingual Tables

Siddharth Khincha, Tushar Kataria, Ankita Anand, Dan Roth, Vivek Gupta

NAACL 2025long

The vast amount of online information today poses challenges for non-English speakers, as much of it is concentrated in high-resource languages such as English and French. Wikipedia reflects this imbalance, with content in low-resource languages frequently outdated or incomplete. Recent research has…

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2023

InfoSync: Information Synchronization across Multilingual Semi-structured Tables

Siddharth Khincha, Chelsi Jain, Vivek Gupta, Tushar Kataria, Shuo Zhang

ACL 2023findings

Information Synchronization of semi-structured data across languages is challenging. For example, Wikipedia tables in one language need to be synchronized with others. To address this problem, we introduce a new dataset InfoSync and a two-step method for tabular synchronization. InfoSync contains 10…

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