{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T09:41:50Z","timestamp":1766050910590,"version":"3.48.0"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783032054340"},{"type":"electronic","value":"9783032054357"}],"license":[{"start":{"date-parts":[[2025,9,12]],"date-time":"2025-09-12T00:00:00Z","timestamp":1757635200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,12]],"date-time":"2025-09-12T00:00:00Z","timestamp":1757635200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-05435-7_12","type":"book-chapter","created":{"date-parts":[[2025,9,13]],"date-time":"2025-09-13T01:30:44Z","timestamp":1757727044000},"page":"202-212","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["The Power of\u00a0Reframing: Using LLMs in\u00a0Synthesizing RV Monitors"],"prefix":"10.1007","author":[{"given":"Itay","family":"Cohen","sequence":"first","affiliation":[]},{"given":"Klaus","family":"Havelund","sequence":"additional","affiliation":[]},{"given":"Doron","family":"Peled","sequence":"additional","affiliation":[]},{"given":"Yoav","family":"Goldberg","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,9,12]]},"reference":[{"key":"12_CR1","unstructured":"LLMon tool source code (2025). https:\/\/github.com\/itay99988\/LLMon"},{"issue":"3","key":"12_CR2","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1007\/BF01782772","volume":"2","author":"B Alpern","year":"1987","unstructured":"Alpern, B., Schneider, F.B.: Recognizing safety and liveness. Distrib. Comput. 2(3), 117\u2013126 (1987)","journal-title":"Distrib. Comput."},{"key":"12_CR3","unstructured":"Anil, R., Borgeaud, S., Wu, Y., Alayrac, J., et\u00a0al.: Gemini: a family of highly capable multimodal models. CoRR abs\/2312.11805 (2023)"},{"issue":"3","key":"12_CR4","doi-asserted-by":"publisher","first-page":"675","DOI":"10.1093\/logcom\/exn076","volume":"20","author":"H Barringer","year":"2010","unstructured":"Barringer, H., Rydeheard, D.E., Havelund, K.: Rule systems for run-time monitoring: from eagle to RuleR. J. Log. Comput. 20(3), 675\u2013706 (2010)","journal-title":"J. Log. Comput."},{"key":"12_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-319-75632-5_1","volume-title":"Lectures on Runtime Verification","author":"E Bartocci","year":"2018","unstructured":"Bartocci, E., Falcone, Y., Francalanza, A., Reger, G.: Introduction to runtime verification. In: Bartocci, E., Falcone, Y. (eds.) Lectures on Runtime Verification. LNCS, vol. 10457, pp. 1\u201333. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-75632-5_1"},{"key":"12_CR6","doi-asserted-by":"crossref","unstructured":"Basin, D.A., Klaedtke, F., M\u00fcller, S., Zalinescu, E.: Monitoring metric first-order temporal properties. J. ACM 62(2), 15:1\u201315:45 (2015)","DOI":"10.1145\/2699444"},{"key":"12_CR7","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1007\/978-3-031-73741-1_23","volume-title":"Bridging the Gap Between AI and Reality","author":"I Cohen","year":"2025","unstructured":"Cohen, I., Peled, D.: End-to-End AI generated runtime verification from natural language specification. In: Steffen, B. (ed.) Bridging the Gap Between AI and Reality, pp. 362\u2013384. Springer, Cham (2025)"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Cosler, M., Hahn, C., Mendoza, D., Schmitt, F., Trippel, C.: nl2spec: interactively translating unstructured natural language to temporal logics with large language models. In: Enea, C., Lal, A. (eds.) Computer Aided Verification - 35th International Conference, CAV 2023, Paris, France, July 17-22, 2023, Proceedings, Part II. LNCS, vol. 13965, pp. 383\u2013396. Springer, Cham (2023)","DOI":"10.1007\/978-3-031-37703-7_18"},{"key":"12_CR9","doi-asserted-by":"crossref","unstructured":"Fuggitti, F., Chakraborti, T.: NL2LTL - a python package for converting natural language (NL) instructions to linear temporal logic (LTL) formulas. In: Williams, B., Chen, Y., et\u00a0al. (eds.) Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, pp. 16428\u201316430. AAAI Press (2023)","DOI":"10.1609\/aaai.v37i13.27068"},{"key":"12_CR10","unstructured":"Hahn, C., Schmitt, F., Tillman, J.J., Metzger, N., Siber, J., Finkbeiner, B.: Formal specifications from natural language. CoRR abs\/2206.01962 (2022)"},{"issue":"4","key":"12_CR11","doi-asserted-by":"publisher","first-page":"547","DOI":"10.1007\/s10009-021-00626-y","volume":"23","author":"K Havelund","year":"2021","unstructured":"Havelund, K., Peled, D.: An extension of first-order LTL with rules with application to runtime verification. Int. J. Softw. Tools Technol. Transf. 23(4), 547\u2013563 (2021)","journal-title":"Int. J. Softw. Tools Technol. Transf."},{"issue":"1","key":"12_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10703-018-00327-4","volume":"56","author":"K Havelund","year":"2020","unstructured":"Havelund, K., Peled, D., Ulus, D.: First-order temporal logic monitoring with BDDs. Formal Methods Syst. Des. 56(1), 1\u201321 (2020)","journal-title":"Formal Methods Syst. Des."},{"key":"12_CR13","doi-asserted-by":"publisher","first-page":"342","DOI":"10.1007\/3-540-46002-0_24","volume-title":"Tools and Algorithms for the Construction and Analysis of Systems","author":"K Havelund","year":"2002","unstructured":"Havelund, K., Ro\u015fu, G.: Synthesizing monitors for safety properties. In: Katoen, J.P., Stevens, P. (eds.) Tools and Algorithms for the Construction and Analysis of Systems, pp. 342\u2013356. Springer, Heidelberg (2002)"},{"key":"12_CR14","unstructured":"Jiang, A.Q., Sablayrolles, A., Mensch, A., Bamford, C., Chaplot, D.S., et\u00a0al.: Mistral 7B. CoRR abs\/2310.06825 (2023)"},{"issue":"5","key":"12_CR15","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1016\/j.jlap.2008.08.004","volume":"78","author":"M Leucker","year":"2009","unstructured":"Leucker, M., Schallhart, C.: A brief account of runtime verification. J. Log. Algebraic Methods Program. 78(5), 293\u2013303 (2009)","journal-title":"J. Log. Algebraic Methods Program."},{"key":"12_CR16","unstructured":"Radford, A., Narasimhan, K., Salimans, T., Sutskever, I., et\u00a0al.: Improving language understanding by generative pre-training. OpenAI (2018)"},{"key":"12_CR17","unstructured":"Touvron, H., Lavril, T., Izacard, G., Martinet, X., Lachaux, M., et\u00a0al.: LLaMA: open and efficient foundation language models. CoRR abs\/2302.13971 (2023)"},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Wolper, P.: Temporal logic can be more expressive. In: 22nd Annual Symposium on Foundations of Computer Science, Nashville, Tennessee, USA, 28-30 October 1981, pp. 340\u2013348. IEEE Computer Society (1981)","DOI":"10.1109\/SFCS.1981.44"}],"container-title":["Lecture Notes in Computer Science","Runtime Verification"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-05435-7_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T07:43:30Z","timestamp":1766043810000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-05435-7_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,12]]},"ISBN":["9783032054340","9783032054357"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-05435-7_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025,9,12]]},"assertion":[{"value":"12 September 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"RV","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Runtime Verification","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Graz","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Austria","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"rv2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/rv25.isec.tugraz.at\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}