1 citations · 1 across the 6 of their papers we have counts for
7 papers
FinCARE: Financial Causal Analysis with Reasoning and Evidence
Alejandro Michel, Abhinav Arun, Bhaskarjit Sarmah +1
Portfolio managers rely on correlation-based analysis and heuristic methods that fail to capture true causal relationships driving performance. We present a hybrid framework that i…
FinReflectKG -- MultiHop: Financial QA Benchmark for Reasoning with Knowledge Graph Evidence
Abhinav Arun, Reetu Raj Harsh, Bhaskarjit Sarmah +1
Multi-hop reasoning over financial disclosures is often a retrieval problem before it becomes a reasoning or generation problem: relevant facts are dispersed across sections, filin…
FinReflectKG -- EvalBench: Benchmarking Financial KG with Multi-Dimensional Evaluation
Fabrizio Dimino, Abhinav Arun, Bhaskarjit Sarmah +1
Large language models (LLMs) are increasingly being used to extract structured knowledge from unstructured financial text. Although prior studies have explored various extraction m…
FinReflectKG: Agentic Construction and Evaluation of Financial Knowledge Graphs
Abhinav Arun, Fabrizio Dimino, Tejas Prakash Agarwal +2
The financial domain poses unique challenges for knowledge graph (KG) construction at scale due to the complexity and regulatory nature of financial documents. Despite the critical…
EXPLORE -- Explainable Song Recommendation
Abhinav Arun, Mehul Soni, Palash Choudhary +1
This study explores the development of an explainable music recommendation system with enhanced user control. Leveraging a hybrid of collaborative filtering and content-based filte…
Towards a Unified Multimodal Reasoning Framework
Abhinav Arun, Dipendra Singh Mal, Mehul Soni +1
Recent advancements in deep learning have led to the development of powerful language models (LMs) that excel in various tasks. Despite these achievements, there is still room for…
Numerical Reasoning for Financial Reports
Abhinav Arun, Ashish Dhiman, Mehul Soni +1
Financial reports offer critical insights into a company's operations, yet their extensive length typically spanning 30 40 pages poses challenges for swift decision making in dynam…