Sarang at FinCausal 2025: Contextual QA for Financial Causality Detection Combining Extractive and Generative Models. - Avinash Trivedi; Gauri Toshniwal; Sangeetha Sivanesan; S. R. Balasundaram 001 (COLING Workshops, 2025)

Leveraging cosine similarity for stock trend prediction with options chain data and piecewise linear encoding. - Avinash Trivedi; Sangeetha Sivanesan (Comput. Electr. Eng., 2025)

Sarang at DEFACTIFY 4.0: Detecting AI-Generated Text Using Noised Data and an Ensemble of DeBERTa Models. - Avinash Trivedi; Sangeetha Sivanesan (CoRR, 2025)

Enhancing neural network predictions with finetuned numeric embeddings for stock trend forecasting. - Avinash Trivedi; Sangeetha Sivanesan (Soft Comput., 2025)