Papers by Imene Kolli
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach (2025.emnlp-demos)
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| Challenge: | InfluenceMap's LobbyMap Platform monitors the climate policy engagement of over 500 companies and 250 industry associations . however, a significant portion of the analysis remains manual, making it time- and labor-intensive and susceptible to human error. |
| Approach: | They propose an AI-assisted framework that leverages Retrieval-Augmented Generation to accelerate the monitoring of corporate climate policy engagement. |
| Outcome: | The proposed framework accelerates the monitoring of corporate climate policy engagement by leveraging Retrieval-Augmented Generation to extract and classify evidence from multilingual corporate documents. |