From a347984e9127bccab2fe4216fff9fdcd405ae902 Mon Sep 17 00:00:00 2001 From: ChaoYue0307 Date: Mon, 22 Jun 2026 21:48:57 +0800 Subject: [PATCH] Add MMESGBench (multimodal ESG document QA) to Advanced Tasks and datasets --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3ec0dc3..79bb9cf 100644 --- a/README.md +++ b/README.md @@ -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)|