Hansa Meghwani

13 papers Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Aligning LLMs for Multilingual Consistency in Enterprise Applications.
EMNLP (Industry Track)
Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Tao Sheng, Sujith Ravi, Dan Roth
2025 J jnl
Aligning LLMs for Multilingual Consistency in Enterprise Applications.
CoRR
Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Tao Sheng, Sujith Ravi, Dan Roth
2025 — conf
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models.
EMNLP (Industry Track)
Karan Dua, Hitesh Laxmichand Patel, Puneet Mittal, Ranjeet Gupta, Amit Agarwal, Praneet Pabolu, Srikant Panda, Hansa Meghwani, Graham Horwood, Fahad Shah
2025 J jnl
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models.
CoRR
Karan Dua, Hitesh Laxmichand Patel, Puneet Mittal, Ranjeet Gupta, Amit Agarwal, Praneet Pabolu, Srikant Panda, Hansa Meghwani, Graham Horwood, Fahad Shah
2025 — conf
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems.
ACL (6)
Hansa Meghwani, Amit Agarwal, Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Srikant Panda
2025 J jnl
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems.
CoRR
Hansa Meghwani, Amit Agarwal, Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Srikant Panda
2025 J jnl
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation.
CoRR
Priyaranjan Pattnayak, Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Srikant Panda
2025 — conf
MVTamperBench: Evaluating Robustness of Vision-Language Models.
ACL (Findings)
Amit Agarwal, Srikant Panda, Angeline Charles, Hitesh Laxmichand Patel, Bhargava Kumar, Priyaranjan Pattnayak, Taki Hasan Rafi, Tejaswini Kumar, Hansa Meghwani, Karan Gupta, Dong-Kyu Chae
2025 — conf
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications.
EMNLP (Industry Track)
Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda, Hansa Meghwani, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2025 J jnl
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications.
CoRR
Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda, Hansa Meghwani, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2025 — conf
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks.
EMNLP (Industry Track)
Amit Agarwal, Hitesh Laxmichand Patel, Srikant Panda, Hansa Meghwani, Jyotika Singh, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2025 J jnl
RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks.
CoRR
Amit Agarwal, Hitesh Laxmichand Patel, Srikant Panda, Hansa Meghwani, Jyotika Singh, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth
2024 J jnl
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining.
CoRR
Hansa Meghwani