Enhancing Financial Question Answering: A Novel Benchmark Dataset of Banks' financial statements

arXiv:2609.03654 · cs.CL, cs.AI, cs.CE, cs.IR, q-fin.GN · Submitted 2026-09-03 · Read on arXiv

cs.CL, cs.AI, cs.CE, cs.IR, q-fin.GN

Submitted: 2026-09-03

Updated: 2026-09-03

Terminology

Benchmark — 30× in this paper · explained in 2 episodes
RAG — 25× in this paper · explained in 3 episodes
Accuracy — 21× in this paper · explained in 1 episode
Embeddings — 14× in this paper · explained in 2 episodes
Retrieval-Augmented Generation — 6× in this paper
Benchmarking — 5× in this paper · explained in 3 episodes
Large Language Models (LLMs) — 2× in this paper · explained in 6 episodes
Normalized Discounted Cumulative Gain — 2× in this paper
Retrieval-Augmented Generation (RAG) — 2× in this paper · explained in 16 episodes
Computational overhead — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Generalization — 1× in this paper · explained in 13 episodes
Grounding — 1× in this paper · explained in 3 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Semantic Understanding — 1× in this paper · explained in 2 episodes