"Find the Table": A Contrastive Learning-based Approach with Faster RCNN for Establishing Tabular Entity Relationships. - Sarmistha Das 001; Tuhinangshu Gangopadhyay; Atulya Deep; Sriparna Saha 001; Alka Maurya (IJCNN, 2023)

Let the Model Make Financial Senses: A Text2Text Generative Approach for Financial Complaint Identification. - Sarmistha Das 001; Apoorva Singh; Raghav Jain; Sriparna Saha 001; Alka Maurya (PAKDD (3), 2023)

Investigate How Market Behaves: Toward an Explanatory Multitasking Based Analytical Model for Financial Investments. - Sarmistha Das 001; Ujjwal Chowdhury; Lijin N. S; Atulya Deep; Sriparna Saha 001; Alka Maurya (IEEE Access, 2024)

Negative Review or Complaint? Exploring Interpretability in Financial Complaints. - Sarmistha Das 001; Apoorva Singh; Sriparna Saha 001; Alka Maurya (IEEE Trans. Comput. Soc. Syst., 2024)

When Words Can't Capture It All: Towards Video-Based User Complaint Text Generation with Multimodal Video Complaint Dataset. - Sarmistha Das 001; R. E. Zera Marveen Lyngkhoi; Kirtan Jain; Vinayak Goyal; Sriparna Saha 001; Manish Gupta 001 (CIKM, 2025)

Fin-Ally: Pioneering the Development of an Advanced, Commonsense-Embedded Conversational AI for Money Matters. - Sarmistha Das 001; Priya Mathur; Ishani Sharma; Sriparna Saha 001; Kitsuchart Pasupa; Alka Maurya (ECAI, 2025)

Reasoning and Planning for Multimodal Large Language Models: A Multilingual and Cross-Domain Exploration. - Sarmistha Das 001; Akash Ghosh; Sriparna Saha 001; Koustava Goswami; K. J. Joseph (ACM Multimedia, 2025)

Unlocking Financial Insights: An advanced Multimodal Summarization with Multimodal Output Framework for Financial Advisory Videos. - Sarmistha Das 001; R. E. Zera Marveen Lyngkhoi; Sriparna Saha 001; Alka Maurya (ACM Multimedia, 2025)

Deciphering the Complaint Aspects: Towards an Aspect-Based Complaint Identification Model with Video Complaint Dataset in Finance. - Sarmistha Das 001; Basha Mujavarsheik; R. E. Zera Lyngkhoi; Sriparna Saha 001; Alka Maurya (WACV, 2025)

Presenting an Order-Aware Multimodal Fusion Framework for Financial Advisory Summarization With an Exclusive Video Dataset. - Sarmistha Das 001; Samrat Ghosh; Abhisek Tiwari; R. E. Zera Marveen Lyngkhoi; Sriparna Saha 001; Zak Murad; Alka Maurya (IEEE Access, 2025)

Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances. - Rishu Kumar Singh; Navneet Shreya; Sarmistha Das 001; Apoorva Singh; Sriparna Saha 001 (AAAI, 2026)

ExpertMix: Aspect and Severity Detection in Conversational Complaints. - Sarmistha Das 001; Apoorva Singh; Rishu Kumar Singh; Navneet Shreya; Sriparna Saha 001 (ECIR (1), 2026)

When Meaning Isn't Literal: Exploring Idiomatic Meaning Across Languages and Modalities. - Sarmistha Das 001; Shreyas Guha; Suvrayan Bandyopadhyay; Salisa Phosit; Kitsuchart Pasupa; Sriparna Saha 001 (CoRR, 2026)

Let's Decipher the Origin: Towards Multimodal Aspect-Based Explainable Complaints in Finance. - Sarmistha Das 001; Anurag Deo; Harsha Vardhan Dasari; Sriparna Saha 001; Alka Maurya (IEEE Trans. Comput. Soc. Syst., 2026)

FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages. - Sarmistha Das 001; Vaibhav Vishal; Syed Ibrahim Ahmad; Manish Gupta 001; Sriparna Saha 001 (CoRR, 2026)