Papers by Roberto Martín
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures (2024.emnlp-main)
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| Challenge: | Qualitative disclosures typically include narrative descriptions of climate-related risks, opportunities, strategies, and governance. |
| Approach: | They simulate typical tasks of a sustainability analyst by examining 30 sustainability reports with 16 detailed climate-related questions. |
| Outcome: | The proposed model combines expert knowledge with embeddings in a dataset with over 8.5K unique question-source-answer pairs labeled by different levels of relevance. |