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May, 2023
sustain.AI: 一个可持续性报告分析推荐系统
sustain.AI: a Recommender System to analyze Sustainability Reports
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Lars Hillebrand, Maren Pielka, David Leonhard, Tobias Deußer, Tim Dilmaghani...
TL;DR
sustain.AI是一款智能上下文感知推荐系统，通过BERT-based encoding技术结合多标签分类头匹配公司可持续性报告中的文本内容来推荐符合全球报告倡议标准（GRI）的法规，实现了显著的推荐性能提升。该工具将会在未来几个月内公开发布。
Abstract
We present
sustain.ai
, an intelligent, context-aware
recommender system
that assists auditors and financial investors as well as the general public to efficiently analyze companies'
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