9 citations · 9 across the 4 of their papers we have counts for
4 papers · 1 filter
DBRouting: Routing End User Queries to Databases for Answerability
Priyangshu Mandal, Manasi Patwardhan, Mayur Patidar +1
Enterprise level data is often distributed across multiple sources and identifying the correct set-of data-sources with relevant information for a knowledge request is a fundamenta…
Translating Across Cultures: LLMs for Intralingual Cultural Adaptation
Pushpdeep Singh, Mayur Patidar, Lovekesh Vig
LLMs are increasingly being deployed for multilingual applications and have demonstrated impressive translation capabilities between several low and high-resource languages. An asp…
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning
Mayur Patidar, Riya Sawhney, Avinash Singh +3
Existing Knowledge Base Question Answering (KBQA) architectures are hungry for annotated data, which make them costly and time-consuming to deploy. We introduce the problem of few-…
Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions
Mayur Patidar, Prayushi Faldu, Avinash Singh +3
When answering natural language questions over knowledge bases, missing facts, incomplete schema and limited scope naturally lead to many questions being unanswerable. While answer…