Cover Image

SMARTFinRAG: Interactive Modularized Financial RAG Benchmark

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Zha, Yiwei
Format:	Preprint
Published:	2025
Subjects:	Computational Engineering, Finance, and Science Computation and Language Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs
by: Wang, Yan, et al.
Published: (2025)

DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients
by: Lu, Yuxing, et al.
Published: (2025)

PRISM: Prompt-Refined In-Context System Modelling for Financial Retrieval
by: Ng, Chun Chet, et al.
Published: (2025)

Detection of Temporality at Discourse Level on Financial News by Combining Natural Language Processing and Machine Learning
by: García-Méndez, Silvia, et al.
Published: (2024)

Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts
by: Khatuya, Subhendu, et al.
Published: (2024)

MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction
by: Mullick, Ankan, et al.
Published: (2024)

FAR-Trans: An Investment Dataset for Financial Asset Recommendation
by: Sanz-Cruzado, Javier, et al.
Published: (2024)

Optimizing Large Language Models for ESG Activity Detection in Financial Texts
by: Birti, Mattia, et al.
Published: (2025)

Improving Retrieval for RAG based Question Answering Models on Financial Documents
by: Setty, Spurthi, et al.
Published: (2024)

PRAGMA: Revolut Foundation Model
by: Ostroukhov, Maxim, et al.
Published: (2026)

Enhanced User Interaction in Operating Systems through Machine Learning Language Models
by: Zhang, Chenwei, et al.
Published: (2024)

Automatic detection of relevant information, predictions and forecasts in financial news through topic modelling with Latent Dirichlet Allocation
by: García-Méndez, Silvia, et al.
Published: (2024)

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models
by: Xu, Xuan, et al.
Published: (2025)

Advancing Retrieval-Augmented Generation for Structured Enterprise and Internal Data
by: Cheerla, Chandana
Published: (2025)

Towards Structured Knowledge: Advancing Triple Extraction from Regional Trade Agreements using Large Language Models
by: Nandini, Durgesh, et al.
Published: (2025)

Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications
by: Lu, Yuxing, et al.
Published: (2025)

Utilizing Metadata for Better Retrieval-Augmented Generation
by: Yousuf, Raquib Bin, et al.
Published: (2026)

Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering
by: Dadopoulos, Michail, et al.
Published: (2025)

JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs
by: Ding, Wanying, et al.
Published: (2024)

FinTradeBench: A Financial Reasoning Benchmark for LLMs
by: Agrawal, Yogesh, et al.
Published: (2026)

Learn to Rank Risky Investors: A Case Study of Predicting Retail Traders' Behaviour and Profitability
by: Li, Weixian Waylon, et al.
Published: (2025)

Analyzing BEV Suitability and Charging Strategies Using Italian Driving Data
by: Jamalof, Homa, et al.
Published: (2025)

Towards Automated Quality Assurance of Patent Specifications: A Multi-Dimensional LLM Framework
by: Chai, Yuqian, et al.
Published: (2025)

High-Resolution Mapping of Port Dynamics from Open-Access AIS Data in Tokyo Bay
by: Hütten, Moritz
Published: (2026)

Mean-Variance Efficient Collaborative Filtering for Stock Recommendation
by: Chung, Munki, et al.
Published: (2023)

Time-Probability Dependent Knowledge Extraction in IoT-enabled Smart Building
by: Ge, Hangli, et al.
Published: (2024)

Leveraging Vision-Language Models for Manufacturing Feature Recognition in CAD Designs
by: Khan, Muhammad Tayyab, et al.
Published: (2024)

FinCPRG: A Bidirectional Generation Pipeline for Hierarchical Queries and Rich Relevance in Financial Chinese Passage Retrieval
by: Xu, Xuan, et al.
Published: (2025)

HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights
by: Gokdemir, Ozan, et al.
Published: (2025)

FinMetaMind: A Tech Blueprint on NLQ Systems for Financial Knowledge Search
by: Pant, Lalit, et al.
Published: (2026)

Sponsored is the New Organic: Implications of Sponsored Results on Quality of Search Results in the Amazon Marketplace
by: Dash, Abhisek, et al.
Published: (2024)

Integrating Domain Knowledge for Financial QA: A Multi-Retriever RAG Approach with LLMs
by: Zhang, Yukun, et al.
Published: (2025)

Conversational Factor Information Retrieval Model (ConFIRM)
by: Choi, Stephen, et al.
Published: (2023)

RIRAG: Regulatory Information Retrieval and Answer Generation
by: Gokhan, Tuba, et al.
Published: (2024)

Identifying Banking Transaction Descriptions via Support Vector Machine Short-Text Classification Based on a Specialized Labelled Corpus
by: García-Méndez, Silvia, et al.
Published: (2024)

Enhancing Financial RAG with Agentic AI and Multi-HyDE: A Novel Approach to Knowledge Retrieval and Hallucination Reduction
by: Srinivasan, Akshay Govind, et al.
Published: (2025)

Towards commands recommender system in BIM authoring tool using transformers
by: Du, Changyu, et al.
Published: (2024)

CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion
by: Zhang, Sheng, et al.
Published: (2025)

Better with Less: Small Proprietary Models Surpass Large Language Models in Financial Transaction Understanding
by: Ding, Wanying, et al.
Published: (2025)

AI-Assisted Authoring for Transparent, Data-Driven Documents
by: Piscitelli, Alfonso, et al.
Published: (2025)