{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,5]],"date-time":"2026-08-05T05:49:39Z","timestamp":1785908979044,"version":"3.56.0"},"reference-count":29,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T00:00:00Z","timestamp":1775520000000},"content-version":"vor","delay-in-days":96,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001866","name":"Fonds National de la Recherche","doi-asserted-by":"publisher","award":["NCER22\/IS\/16570468\/NCER-FT"],"award-info":[{"award-number":["NCER22\/IS\/16570468\/NCER-FT"]}],"id":[{"id":"10.13039\/501100001866","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Procedia Computer Science"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1016\/j.procs.2026.04.084","type":"journal-article","created":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T12:09:06Z","timestamp":1780402146000},"page":"663-670","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["TermSheetPilot: An LLM-Powered Agent for Filling Venture Term Sheets from Contracts for Founders and venture capitalists"],"prefix":"10.1016","volume":"280","author":[{"given":"Amir","family":"Sartipi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muriel-Larissa","family":"Frank","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Afshin","family":"Khadangi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Igor","family":"Tchappi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gilbert","family":"Fridgen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.procs.2026.04.084_bib1","series-title":"A case study for automated attribute extraction from legal documents using large language models","author":"Adhikary","year":"2024"},{"key":"10.1016\/j.procs.2026.04.084_bib2","series-title":"A comprehensive survey on legal summarization: Challenges and future directions. ACM Comput. Surv","author":"Akter","year":"2025"},{"key":"10.1016\/j.procs.2026.04.084_bib3","series-title":"Natural language processing for the legal domain: A survey of tasks, datasets, models, and challenges","author":"Ariai","year":"2024"},{"key":"10.1016\/j.procs.2026.04.084_bib4","doi-asserted-by":"crossref","first-page":"891","DOI":"10.2307\/1290501","article-title":"Venture capital on the downside: preferred stock and corporate control","volume":"100","author":"Bratton","year":"2002","journal-title":"Michigan Law Review"},{"key":"10.1016\/j.procs.2026.04.084_bib5","series-title":"Leveraging LLMs for legal terms extraction with limited annotated data","author":"Breton","year":"2025"},{"key":"10.1016\/j.procs.2026.04.084_bib6","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1111\/jacf.12160","article-title":"Opaque financial contracting and toxic term sheets in venture capital","volume":"28","author":"Brown","year":"2016","journal-title":"Journal of Applied Corporate Finance"},{"key":"10.1016\/j.procs.2026.04.084_bib7","series-title":"Venture deals: Be smarter than your lawyer and venture capitalist","author":"Feld","year":"2019"},{"key":"10.1016\/j.procs.2026.04.084_bib8","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1257\/jep.15.2.145","article-title":"The venture capital revolution","volume":"15","author":"Gompers","year":"2001","journal-title":"Journal of economic perspectives"},{"key":"10.1016\/j.procs.2026.04.084_bib9","first-page":"195","article-title":"Trust and control: the value effect of venture capital term sheet provisions as risk allocation tools","volume":"4","author":"Gordon","year":"2014","journal-title":"Mich. Bus. & Entrepreneurial L. Rev."},{"key":"10.1016\/j.procs.2026.04.084_bib10","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1007\/s10506-023-09379-2","article-title":"Natural language processing for legal document review: categorising deontic modalities in contracts","volume":"33","author":"Graham","year":"2025","journal-title":"Artificial Intelligence and Law"},{"key":"10.1016\/j.procs.2026.04.084_bib11","doi-asserted-by":"crossref","first-page":"44123","DOI":"10.52202\/075280-1915","article-title":"Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models","volume":"36","author":"Guha","year":"2023","journal-title":"Advances in neural information processing systems"},{"key":"10.1016\/j.procs.2026.04.084_bib12","series-title":"Recent advances in generative ai and large language models: Current status, challenges, and perspectives","author":"Hagos","year":"2024"},{"key":"10.1016\/j.procs.2026.04.084_bib13","doi-asserted-by":"crossref","unstructured":"Hornek, T., Sartipi, A., Tchappi, I., Fridgen, G., 2025. Benchmarking pre-trained time series models for electricity price forecasting, in: 2025 21st International Conference on the European Energy Market (EEM), IEEE. pp. 1\u20137.","DOI":"10.1109\/EEM64765.2025.11050326"},{"key":"10.1016\/j.procs.2026.04.084_bib14","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1111\/1467-937X.00245","article-title":"Financial contracting theory meets the real world: An empirical analysis of venture capital contracts","volume":"70","author":"Kaplan","year":"2003","journal-title":"The review of economic studies"},{"key":"10.1016\/j.procs.2026.04.084_bib15","doi-asserted-by":"crossref","first-page":"2177","DOI":"10.1111\/j.1540-6261.2004.00696.x","article-title":"Characteristics, contracts, and actions: Evidence from venture capitalist analyses","volume":"59","author":"Kaplan","year":"2004","journal-title":"The journal of finance"},{"key":"10.1016\/j.procs.2026.04.084_bib16","doi-asserted-by":"crossref","first-page":"1638971","DOI":"10.3389\/frai.2025.1638971","article-title":"Legner: a domain-adapted transformer for legal named entity recognition and text anonymization","volume":"8","author":"Karamitsos","year":"2025","journal-title":"Frontiers in Artificial Intelligence"},{"key":"10.1016\/j.procs.2026.04.084_bib17","unstructured":"Khadangi, A., Sartipi, A., Tchappi, I., Fridgen, G., 2025. Cognartive: Large language models for automating art analysis and decoding aesthetic elements. arXiv preprint arXiv:2502.04353."},{"key":"10.1016\/j.procs.2026.04.084_bib18","unstructured":"Korsmo, C., 2013. Venture capital and preferred stock. Brooklyn Law Review 78."},{"key":"10.1016\/j.procs.2026.04.084_bib19","doi-asserted-by":"crossref","first-page":"135","DOI":"10.2308\/ISYS-2023-047","article-title":"Extracting financial data from unstructured sources: Leveraging large language models","volume":"39","author":"Li","year":"2025","journal-title":"Journal of Information Systems"},{"key":"10.1016\/j.procs.2026.04.084_bib20","doi-asserted-by":"crossref","first-page":"276","DOI":"10.11613\/BM.2012.031","article-title":"Interrater reliability: the kappa statistic","volume":"22","author":"McHugh","year":"2012","journal-title":"Biochemia medica"},{"key":"10.1016\/j.procs.2026.04.084_bib21","doi-asserted-by":"crossref","unstructured":"Narendra, S., Shetty, K., Ratnaparkhi, A., 2024. Enhancing contract negotiations with llm-based legal document comparison, in: Proceedings of the Natural Legal Language Processing Workshop 2024, pp. 143\u2013153.","DOI":"10.18653\/v1\/2024.nllp-1.11"},{"key":"10.1016\/j.procs.2026.04.084_bib22","doi-asserted-by":"crossref","unstructured":"Perot, V., Kang, K., Luisier, F., Su, G., Sun, X., Boppana, R.S., Wang, Z., Wang, Z., Mu, J., Zhang, H., Lee, C.Y., Hua, N., 2024. LMDX: Language model-based document information extraction and localization, in: Ku, L.W., Martins, A., Srikumar, V. (Eds.), Findings of the Association for Computational Linguistics: ACL 2024, Association for Computational Linguistics, Bangkok, Thailand. pp. 15140\u201315168.","DOI":"10.18653\/v1\/2024.findings-acl.899"},{"key":"10.1016\/j.procs.2026.04.084_bib23","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1086\/724389","article-title":"\u201cdon\u2019t go chasing waterfalls\u201d: Fiduciary duties in venture-capital-backed start-ups","volume":"53","author":"Sanga","year":"2024","journal-title":"The Journal of Legal Studies"},{"key":"10.1016\/j.procs.2026.04.084_bib24","doi-asserted-by":"crossref","first-page":"1279794","DOI":"10.3389\/frai.2023.1279794","article-title":"The unreasonable effectiveness of large language models in zero-shot semantic annotation of legal texts","volume":"6","author":"Savelka","year":"2023","journal-title":"Frontiers in Artificial Intelligence"},{"key":"10.1016\/j.procs.2026.04.084_bib25","doi-asserted-by":"crossref","unstructured":"Shane, S., 2003. A General Theory of Entrepreneurship: The Individual-Opportunity Nexus. Edward Elgar Publishing, Cheltenham, UK.","DOI":"10.4337\/9781781007990"},{"key":"10.1016\/j.procs.2026.04.084_bib26","series-title":"Survey of different large language model architectures: Trends, benchmarks, and challenges","author":"Shao","year":"2024"},{"key":"10.1016\/j.procs.2026.04.084_bib27","doi-asserted-by":"crossref","first-page":"18253","DOI":"10.1109\/ACCESS.2025.3533217","article-title":"Exploring llms applications in law: A literature review on current legal nlp approaches","volume":"13","author":"Siino","year":"2025","journal-title":"IEEE Access"},{"key":"10.1016\/j.procs.2026.04.084_bib28","doi-asserted-by":"crossref","unstructured":"Yue, C., Xu, X., Ma, X., Du, L., Ding, Z., Han, S., Zhang, D., Zhang, Q., 2025. Extract information from hybrid long documents leveraging llms: A framework and dataset, in: ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE. pp. 1\u20135.","DOI":"10.1109\/ICASSP49660.2025.10889045"},{"key":"10.1016\/j.procs.2026.04.084_bib29","doi-asserted-by":"crossref","unstructured":"Zang, Q., Zgrzendek, C., Tchappi, I., Khadangi, A., Sedlmeir, J., 2025. Kg-htc: Integrating knowledge graphs into llms for effective zero-shot hierarchical text Classification. arXiv preprint arXiv:2505.05583.","DOI":"10.3233\/FAIA251303"}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926010975?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926010975?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,8,5]],"date-time":"2026-08-05T05:27:30Z","timestamp":1785907650000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877050926010975"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":29,"alternative-id":["S1877050926010975"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2026.04.084","relation":{},"ISSN":["1877-0509"],"issn-type":[{"value":"1877-0509","type":"print"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"TermSheetPilot: An LLM-Powered Agent for Filling Venture Term Sheets from Contracts for Founders and venture capitalists","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2026.04.084","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}