Sarmistha Das

According to our database, Sarmistha Das authored at least 15 papers between 2023 and 2026.

Collaborative distances:

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

2026

FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages.

Sarmistha Das, Vaibhav Vishal, Syed Ibrahim Ahmad, Manish Gupta, Sriparna Saha

CoRR, May, 2026

Let's Decipher the Origin: Towards Multimodal Aspect-Based Explainable Complaints in Finance.

Sarmistha Das, Anurag Deo, Harsha Vardhan Dasari, Sriparna Saha, Alka Maurya

IEEE Trans. Comput. Soc. Syst., April, 2026

When Meaning Isn't Literal: Exploring Idiomatic Meaning Across Languages and Modalities.

Sarmistha Das, Shreyas Guha, Suvrayan Bandyopadhyay, Salisa Phosit, Kitsuchart Pasupa, Sriparna Saha

CoRR, April, 2026

ExpertMix: Aspect and Severity Detection in Conversational Complaints.

Sarmistha Das, Apoorva Singh, Rishu Kumar Singh, Navneet Shreya, Sriparna Saha

Proceedings of the Advances in Information Retrieval, 2026

Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances.

Rishu Kumar Singh, Navneet Shreya, Sarmistha Das, Apoorva Singh, Sriparna Saha

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Presenting an Order-Aware Multimodal Fusion Framework for Financial Advisory Summarization With an Exclusive Video Dataset.

Sarmistha Das, Samrat Ghosh, Abhisek Tiwari, R. E. Zera Marveen Lyngkhoi, Sriparna Saha, Zak Murad, Alka Maurya

IEEE Access, 2025

Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance.

Sarmistha Das, Basha Mujavarsheik, R. E. Zera Lyngkhoi, Sriparna Saha, Alka Maurya

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Unlocking Financial Insights: An advanced Multimodal Summarization with Multimodal Output Framework for Financial Advisory Videos.

Sarmistha Das, R. E. Zera Marveen Lyngkhoi, Sriparna Saha, Alka Maurya

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Reasoning and Planning for Multimodal Large Language Models: A Multilingual and Cross-Domain Exploration.

Sarmistha Das, Akash Ghosh, Sriparna Saha, Koustava Goswami, K. J. Joseph

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Fin-Ally: Pioneering the Development of an Advanced, Commonsense-Embedded Conversational AI for Money Matters.

Sarmistha Das, Priya Mathur, Ishani Sharma, Sriparna Saha, Kitsuchart Pasupa, Alka Maurya

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

When Words Can't Capture It All: Towards Video-Based User Complaint Text Generation with Multimodal Video Complaint Dataset.

Sarmistha Das, R. E. Zera Marveen Lyngkhoi, Kirtan Jain, Vinayak Goyal, Sriparna Saha, Manish Gupta

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Negative Review or Complaint? Exploring Interpretability in Financial Complaints.

Sarmistha Das, Apoorva Singh, Sriparna Saha, Alka Maurya

IEEE Trans. Comput. Soc. Syst., June, 2024

Investigate How Market Behaves: Toward an Explanatory Multitasking Based Analytical Model for Financial Investments.

Sarmistha Das, Ujjwal Chowdhury, Lijin N. S, Atulya Deep, Sriparna Saha, Alka Maurya

IEEE Access, 2024

2023

Let the Model Make Financial Senses: A Text2Text Generative Approach for Financial Complaint Identification.

Sarmistha Das, Apoorva Singh, Raghav Jain, Sriparna Saha, Alka Maurya

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

"Find the Table": A Contrastive Learning-based Approach with Faster RCNN for Establishing Tabular Entity Relationships.

Sarmistha Das, Tuhinangshu Gangopadhyay, Atulya Deep, Sriparna Saha, Alka Maurya

Proceedings of the International Joint Conference on Neural Networks, 2023