Overview of FinMMEval 2026: Multilingual and Multimodal Financial Evaluation
Authors:
- Zhuohan XieZXZhuohan Xie
- Yuyang DaiYDYuyang Dai
- Rania ElbadryRERania Elbadry
- Vanshikaa JaniVJVanshikaa Jani
- Xueqing PengXPXueqing Peng
- Lingfei QianLQLingfei Qian
- Georgi GeorgievGGGeorgi Georgiev
- Dimitar DimitrovDDDimitar Dimitrov
- Fan ZhangFZFan Zhang
- Jimin HuangJHJimin Huang
- Jiahui GengJGJiahui Geng
- Yankai ChenYCYankai Chen
- 21 September 2026
- book chapter
- Published by Springer Nature
- p. 427-441
Abstract
No abstract availableKeywords
This publication has 22 references indexed in Scilit:
- Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation2026
- The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems2026
- FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure2026
- Earnings2Insights: Analyst Report Generation for Investment Guidance2025
- AraFinNLP 2024: The First Arabic Financial NLP Shared Task2024
- The Next Chapter: A Study of Large Language Models in Storytelling2023
- ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering2022
- FinQA: A Dataset of Numerical Reasoning over Financial Data2021
- TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance2021
- WWW'18 Open Challenge2018