AAAI 2024technical4 citations
ESG Accountability Made Easy: DocQA at Your Service
Lokesh Mishra, Cesar Berrospi, Kasper Dinkla, Diego Antognini, Francesco Fusco, Benedikt Bothur, Maksym Lysak, Nikolaos Livathinos
Abstract
We present Deep Search DocQA. This application enables information extraction from documents via a question-answering conversational assistant. The system integrates several technologies from different AI disciplines consisting of document conversion to machine-readable format (via computer vision), finding relevant data (via natural language processing), and formulating an eloquent response (via large language models). Users can explore over 10,000 Environmental, Social, and Governance (ESG) disclosure reports from over 2000 corporations. The Deep Search platform can be accessed at: https://ds4sd.github.io.
BibTeX
@article{Mishra_Berrospi_Dinkla_Antognini_Fusco_Bothur_Lysak_Livathinos_Nassar_Vagenas_Morin_Auer_Dolfi_Staar_2024, title={ESG Accountability Made Easy: DocQA at Your Service}, volume={38}, url={https://ojs.aaai.org/index.php/AAAI/article/view/30574}, DOI={10.1609/aaai.v38i21.30574}, abstractNote={We present Deep Search DocQA. This application enables information extraction from documents via a question-answering conversational assistant. The system integrates several technologies from different AI disciplines consisting of document conversion to machine-readable format (via computer vision), finding relevant data (via natural language processing), and formulating an eloquent response (via large language models). Users can explore over 10,000 Environmental, Social, and Governance (ESG) disclosure reports from over 2000 corporations. The Deep Search platform can be accessed at: https://ds4sd.github.io.}, number={21}, journal={Proceedings of the AAAI Conference on Artificial Intelligence}, author={Mishra, Lokesh and Berrospi, Cesar and Dinkla, Kasper and Antognini, Diego and Fusco, Francesco and Bothur, Benedikt and Lysak, Maksym and Livathinos, Nikolaos and Nassar, Ahmed and Vagenas, Panagiotis and Morin, Lucas and Auer, Christoph and Dolfi, Michele and Staar, Peter}, year={2024}, month={Mar.}, pages={23814-23816} }