Hansa Meghwani

According to our database, Hansa Meghwani authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Do Image-Text Metrics Respect Semantic Invariances?

Amit Agarwal, Hitesh Laxmichand Patel, Meizhu Liu, Jyotika Singh, Karan Dua, Hansa Meghwani, Matthew Rowe, Michael Avendi, Yassi Abbasi, Tao Sheng, Sujith Ravi, Dan Roth

CoRR, May, 2026

2025

Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation.

Priyaranjan Pattnayak, Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Srikant Panda

CoRR, June, 2025

PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications.

Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda, Hansa Meghwani, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models.

Karan Dua, Hitesh Laxmichand Patel, Puneet Mittal, Ranjeet Gupta, Amit Agarwal, Praneet Pabolu, Srikant Panda, Hansa Meghwani, Graham Horwood, Fahad Shah

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks.

Amit Agarwal, Hitesh Laxmichand Patel, Srikant Panda, Hansa Meghwani, Jyotika Singh, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Aligning LLMs for Multilingual Consistency in Enterprise Applications.

Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel, Tao Sheng, Sujith Ravi, Dan Roth

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems.

Hansa Meghwani, Amit Agarwal, Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Srikant Panda

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

MVTamperBench: Evaluating Robustness of Vision-Language Models.

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining.

Hansa Meghwani

CoRR, 2024