Skip to content

Add MMESGBench (multimodal ESG document QA) to Advanced Tasks and datasets #5

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
ChaoYue0307 wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Add MMESGBench (multimodal ESG document QA) to Advanced Tasks and datasets #5

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -132,6 +132,7 @@ Evaluation summary of representative models across 6 financial NLP tasks

| **Task** | **Dataset** | **Paper** | **Venue** | **Link** | **Data Link** |
| -------- | ------------|------------------| ----------- |-----------|---------------|
| Multimodal ESG Document QA | **MMESGBench** | MMESGBench: Pioneering Multimodal Understanding and Complex Reasoning Benchmark for ESG Tasks | ACM MM 2025 |[Paper](https://arxiv.org/abs/2507.18932) | [Github](https://github.com/Zhanglei1103/MMESGBench)|
| Relation Extraction (RE) | **FinRED** | FinRED: A dataset for relation extraction in financial domain| FinWeb Workshop 2022 |[Paper](https://arxiv.org/abs/2306.03736) | [Github](https://github.com/soummyaah/FinRED/)|
| Event Detection (ED) | **EDT** |Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading| ACL Findings 2021 |[Paper](https://aclanthology.org/2021.findings-acl.186/) | [Github](https://github.com/Zhihan1996/TradeTheEvent)|
| Causality Detection (CD) | **FinCausal20** |The Financial Document Causality Detection Shared Task (FinCausal 2020)| FNP-FNS Workshop 2020 |[Paper](https://aclanthology.org/2020.fnp-1.3/) | [Github](https://github.com/yseop/YseopLab/tree/develop/FNP_2020_FinCausal)|
Expand Down