{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T04:04:45Z","timestamp":1777089885700,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":63,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T00:00:00Z","timestamp":1635206400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"European Research Council","award":["852686"],"award-info":[{"award-number":["852686"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,10,26]]},"DOI":"10.1145\/3459637.3482405","type":"proceedings-article","created":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T15:31:14Z","timestamp":1636990274000},"page":"1304-1314","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["50 Ways to Bake a Cookie"],"prefix":"10.1145","author":[{"given":"Moran","family":"Mizrahi","sequence":"first","affiliation":[{"name":"The Hebrew University of Jerusalem, Jerusalem, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dafna","family":"Shahaf","sequence":"additional","affiliation":[{"name":"The Hebrew University of Jerusalem, Jerusalem, Israel"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,30]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Yejin Choi, and Hannaneh Hajishirzi.","author":"Amini Aida","year":"2020","unstructured":"Aida Amini , Antoine Bosselut , Bhavana Dalvi Mishra , Yejin Choi, and Hannaneh Hajishirzi. 2020 . Procedural reading comprehension with attribute-aware context flow. arXiv preprint arXiv:2003.13878 (2020). Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra, Yejin Choi, and Hannaneh Hajishirzi. 2020. Procedural reading comprehension with attribute-aware context flow. arXiv preprint arXiv:2003.13878 (2020)."},{"key":"e_1_3_2_2_2_1","volume-title":"Mathematics tutoring through a constructivist lens: The challenges of sense-making. The Journal of Mathematical Behavior","author":"Arcavi Abraham","year":"1992","unstructured":"Abraham Arcavi and Alan H Schoenfeld . 1992. Mathematics tutoring through a constructivist lens: The challenges of sense-making. The Journal of Mathematical Behavior ( 1992 ). Abraham Arcavi and Alan H Schoenfeld. 1992. Mathematics tutoring through a constructivist lens: The challenges of sense-making. The Journal of Mathematical Behavior (1992)."},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2013.06.046"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/Humanoids.2011.6100855"},{"key":"e_1_3_2_2_5_1","volume-title":"Experimental Robotics","author":"Bollini Mario","unstructured":"Mario Bollini , Stefanie Tellex , Tyler Thompson , Nicholas Roy , and Daniela Rus . 2013. Interpreting and executing recipes with a cooking robot . In Experimental Robotics . Springer , 481--495. Mario Bollini, Stefanie Tellex, Tyler Thompson, Nicholas Roy, and Daniela Rus. 2013. Interpreting and executing recipes with a cooking robot. In Experimental Robotics. Springer, 481--495."},{"key":"e_1_3_2_2_6_1","volume-title":"Simulating action dynamics with neural process networks. arXiv preprint arXiv:1711.05313","author":"Bosselut Antoine","year":"2017","unstructured":"Antoine Bosselut , Omer Levy , Ari Holtzman , Corin Ennis , Dieter Fox , and Yejin Choi . 2017. Simulating action dynamics with neural process networks. arXiv preprint arXiv:1711.05313 ( 2017 ). Antoine Bosselut, Omer Levy, Ari Holtzman, Corin Ennis, Dieter Fox, and Yejin Choi. 2017. Simulating action dynamics with neural process networks. arXiv preprint arXiv:1711.05313 (2017)."},{"key":"e_1_3_2_2_7_1","volume-title":"Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, et al.","author":"Cer Daniel","year":"2018","unstructured":"Daniel Cer , Yinfei Yang , Sheng-yi Kong, Nan Hua , Nicole Limtiaco , Rhomni St John , Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, et al. 2018 . Universal sentence encoder. arXiv preprint arXiv:1803.11175 (2018). Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, et al. 2018. Universal sentence encoder. arXiv preprint arXiv:1803.11175 (2018)."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3173574.3174025"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.5555\/2900423.2900560"},{"key":"e_1_3_2_2_10_1","volume-title":"A coefficient of agreement for nominal scales. Educational and psychological measurement","author":"Cohen Jacob","year":"1960","unstructured":"Jacob Cohen . 1960. A coefficient of agreement for nominal scales. Educational and psychological measurement , Vol. 20 , 1 ( 1960 ), 37--46. Jacob Cohen. 1960. A coefficient of agreement for nominal scales. Educational and psychological measurement , Vol. 20, 1 (1960), 37--46."},{"key":"e_1_3_2_2_11_1","volume-title":"Senteval: An evaluation toolkit for universal sentence representations. arXiv preprint arXiv:1803.05449","author":"Conneau Alexis","year":"2018","unstructured":"Alexis Conneau and Douwe Kiela . 2018 . Senteval: An evaluation toolkit for universal sentence representations. arXiv preprint arXiv:1803.05449 (2018). Alexis Conneau and Douwe Kiela. 2018. Senteval: An evaluation toolkit for universal sentence representations. arXiv preprint arXiv:1803.05449 (2018)."},{"key":"e_1_3_2_2_12_1","unstructured":"Estelle Delpech et al. 2008. Investigating the structure of procedural texts for answering how-to questions.  Estelle Delpech et al. 2008. Investigating the structure of procedural texts for answering how-to questions."},{"key":"e_1_3_2_2_13_1","unstructured":"Estelle Delpech Murguia Elizabeth etal 2007. A Two-Level Strategy for Parsing Procedural Texts.  Estelle Delpech Murguia Elizabeth et al. 2007. A Two-Level Strategy for Parsing Procedural Texts."},{"key":"e_1_3_2_2_14_1","first-page":"9","article-title":"Human studies and user studies: a call for methodological inter-disciplinarity","volume":"9","author":"Dervin Brenda","year":"2003","unstructured":"Brenda Dervin . 2003 . Human studies and user studies: a call for methodological inter-disciplinarity . Information Research , Vol. 9 , 1 (2003), 9 -- 1 . Brenda Dervin. 2003. Human studies and user studies: a call for methodological inter-disciplinarity. Information Research, Vol. 9, 1 (2003), 9--1.","journal-title":"Information Research"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDEW49219.2020.000-2"},{"key":"e_1_3_2_2_16_1","volume-title":"Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, and Claire Cardie.","author":"Du Xinya","year":"2019","unstructured":"Xinya Du , Bhavana Dalvi Mishra , Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, and Claire Cardie. 2019 . Be consistent! improving procedural text comprehension using label consistency. arXiv preprint arXiv:1906.08942 (2019). Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, and Claire Cardie. 2019. Be consistent! improving procedural text comprehension using label consistency. arXiv preprint arXiv:1906.08942 (2019)."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080826"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.5555\/1622487.1622501"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1002\/9781405198431.wbeal1285"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.5555\/1873781.1873818"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/2043932.2043979"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1719970.1720021"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1747-9991.2010.00351.x"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"crossref","unstructured":"George Giannakopoulos George Kiomourtzis and Vangelis Karkaletsis. 2014. Newsum:\"n-gram graph\"-based summarization in the real world. In Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding. IGI Global 205--230.  George Giannakopoulos George Kiomourtzis and Vangelis Karkaletsis. 2014. Newsum:\"n-gram graph\"-based summarization in the real world. In Innovative Document Summarization Techniques: Revolutionizing Knowledge Understanding. IGI Global 205--230.","DOI":"10.4018\/978-1-4666-5019-0.ch009"},{"key":"e_1_3_2_2_25_1","volume-title":"Technology features as triggers for sensemaking","author":"Griffith Term L","year":"1999","unstructured":"Term L Griffith . 1999. Technology features as triggers for sensemaking . Academy of Management review , Vol. 24 , 3 ( 1999 ), 472--488. Term L Griffith. 1999. Technology features as triggers for sensemaking. Academy of Management review , Vol. 24, 3 (1999), 472--488."},{"key":"e_1_3_2_2_26_1","volume-title":"Tracking discrete and continuous entity state for process understanding. arXiv preprint arXiv:1904.03518","author":"Gupta Aditya","year":"2019","unstructured":"Aditya Gupta and Greg Durrett . 2019. Tracking discrete and continuous entity state for process understanding. arXiv preprint arXiv:1904.03518 ( 2019 ). Aditya Gupta and Greg Durrett. 2019. Tracking discrete and continuous entity state for process understanding. arXiv preprint arXiv:1904.03518 (2019)."},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858364"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10606-005-9012-x"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/3282373.3282416"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D15-1114"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3167476"},{"issue":"3","key":"e_1_3_2_2_32_1","article-title":"Recipes for Success","volume":"2","author":"Li Shuyang","year":"2020","unstructured":"Shuyang Li and Julian McAuley . 2020 . Recipes for Success : Data Science in the Home Kitchen. Harvard Data Science Review 2 . 3 (2020). Shuyang Li and Julian McAuley. 2020. Recipes for Success: Data Science in the Home Kitchen. Harvard Data Science Review 2.3 (2020).","journal-title":"Data Science in the Home Kitchen. Harvard Data Science Review"},{"key":"e_1_3_2_2_33_1","volume-title":"A technique for the measurement of attitudes. Archives of psychology","author":"Likert Rensis","year":"1932","unstructured":"Rensis Likert . 1932. A technique for the measurement of attitudes. Archives of psychology ( 1932 ). Rensis Likert. 1932. A technique for the measurement of attitudes. Archives of psychology (1932)."},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W15-2206"},{"key":"e_1_3_2_2_35_1","volume-title":"Generating personalized recipes from historical user preferences. arXiv preprint arXiv:1909.00105","author":"Majumder Bodhisattwa Prasad","year":"2019","unstructured":"Bodhisattwa Prasad Majumder , Shuyang Li , Jianmo Ni , and Julian McAuley . 2019. Generating personalized recipes from historical user preferences. arXiv preprint arXiv:1909.00105 ( 2019 ). Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, and Julian McAuley. 2019. Generating personalized recipes from historical user preferences. arXiv preprint arXiv:1909.00105 (2019)."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/W14-2407"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"crossref","unstructured":"Christopher D. Manning Mihai Surdeanu John Bauer Jenny Finkel Prismatic Inc Steven J. Bethard and David Mcclosky. 2014. The Stanford CoreNLP natural language processing toolkit. In In ACL System Demonstrations.  Christopher D. Manning Mihai Surdeanu John Bauer Jenny Finkel Prismatic Inc Steven J. Bethard and David Mcclosky. 2014. The Stanford CoreNLP natural language processing toolkit. In In ACL System Demonstrations.","DOI":"10.3115\/v1\/P14-5010"},{"key":"e_1_3_2_2_38_1","volume-title":"Proceedings of the 2004 conference on empirical methods in natural language processing. 404--411","author":"Mihalcea Rada","year":"2004","unstructured":"Rada Mihalcea and Paul Tarau . 2004 . Textrank: Bringing order into text . In Proceedings of the 2004 conference on empirical methods in natural language processing. 404--411 . Rada Mihalcea and Paul Tarau. 2004. Textrank: Bringing order into text. In Proceedings of the 2004 conference on empirical methods in natural language processing. 404--411."},{"key":"e_1_3_2_2_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/2999792.2999959"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3329168"},{"key":"e_1_3_2_2_41_1","volume-title":"Tracking state changes in procedural text: a challenge dataset and models for process paragraph comprehension. arXiv preprint arXiv:1805.06975","author":"Mishra Bhavana Dalvi","year":"2018","unstructured":"Bhavana Dalvi Mishra , Lifu Huang , Niket Tandon , Wen-tau Yih, and Peter Clark . 2018. Tracking state changes in procedural text: a challenge dataset and models for process paragraph comprehension. arXiv preprint arXiv:1805.06975 ( 2018 ). Bhavana Dalvi Mishra, Lifu Huang, Niket Tandon, Wen-tau Yih, and Peter Clark. 2018. Tracking state changes in procedural text: a challenge dataset and models for process paragraph comprehension. arXiv preprint arXiv:1805.06975 (2018)."},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1177\/0278364915602060"},{"key":"e_1_3_2_2_43_1","unstructured":"Shinsuke Mori Hirokuni Maeta Yoko Yamakata and Tetsuro Sasada. 2014. Flow Graph Corpus from Recipe Texts.. In LREC. 2370--2377.  Shinsuke Mori Hirokuni Maeta Yoko Yamakata and Tetsuro Sasada. 2014. Flow Graph Corpus from Recipe Texts.. In LREC. 2370--2377."},{"key":"e_1_3_2_2_44_1","volume-title":"Progress in Computing, Analytics and Networking","author":"Mujtaba Dena F","unstructured":"Dena F Mujtaba and Nihar R Mahapatra . 2020. Towards Natural Language Understanding of Procedural Text Using Recipes . In Progress in Computing, Analytics and Networking . Springer , 359--367. Dena F Mujtaba and Nihar R Mahapatra. 2020. Towards Natural Language Understanding of Procedural Text Using Recipes. In Progress in Computing, Analytics and Networking. Springer, 359--367."},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.5555\/164632.164904"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2010.104"},{"key":"e_1_3_2_2_47_1","volume-title":"cooking for geeks","author":"Potter Jeff","unstructured":"Jeff Potter . 2010. cooking for geeks . O'Reilly Media, Inc orporated. Jeff Potter. 2010. cooking for geeks .O'Reilly Media, Incorporated."},{"key":"e_1_3_2_2_48_1","unstructured":"Radim Rehurek Petr Sojka etal 2011. Gensim-statistical semantics in python. Retrieved from genism.org (2011).  Radim Rehurek Petr Sojka et al. 2011. Gensim-statistical semantics in python. Retrieved from genism.org (2011)."},{"key":"e_1_3_2_2_49_1","volume-title":"Sentence-bert: Sentence embeddings using siamese bert-networks. arXiv preprint arXiv:1908.10084","author":"Reimers Nils","year":"2019","unstructured":"Nils Reimers and Iryna Gurevych . 2019 . Sentence-bert: Sentence embeddings using siamese bert-networks. arXiv preprint arXiv:1908.10084 (2019). Nils Reimers and Iryna Gurevych. 2019. Sentence-bert: Sentence embeddings using siamese bert-networks. arXiv preprint arXiv:1908.10084 (2019)."},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.5555\/164632.164922"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1060"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01075"},{"key":"e_1_3_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-1081"},{"key":"e_1_3_2_2_54_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/K17-3009"},{"key":"e_1_3_2_2_55_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1006"},{"key":"e_1_3_2_2_56_1","volume-title":"SOUR CREAM: Toward semantic processing of recipes","author":"Tasse Dan","year":"2008","unstructured":"Dan Tasse and Noah A Smith . 2008 . SOUR CREAM: Toward semantic processing of recipes . Carnegie Mellon University, Pittsburgh, Tech . Rep. Carnegie Mellon University-LTI- 08-005 (2008). Dan Tasse and Noah A Smith. 2008. SOUR CREAM: Toward semantic processing of recipes. Carnegie Mellon University, Pittsburgh, Tech. Rep. Carnegie Mellon University-LTI-08-005 (2008)."},{"key":"e_1_3_2_2_57_1","doi-asserted-by":"publisher","DOI":"10.1145\/2380718.2380757"},{"key":"e_1_3_2_2_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/3316782.3322760"},{"key":"e_1_3_2_2_59_1","volume-title":"Food recommender systems: important contributions, challenges and future research directions. arXiv preprint arXiv:1711.02760","author":"Trattner Christoph","year":"2017","unstructured":"Christoph Trattner and David Elsweiler . 2017. Food recommender systems: important contributions, challenges and future research directions. arXiv preprint arXiv:1711.02760 ( 2017 ). Christoph Trattner and David Elsweiler. 2017. Food recommender systems: important contributions, challenges and future research directions. arXiv preprint arXiv:1711.02760 (2017)."},{"key":"e_1_3_2_2_60_1","volume-title":"Proceedings of the International MultiConference of Engineers and Computer Scientists","volume":"1","author":"Ueda Mayumi","year":"2014","unstructured":"Mayumi Ueda , Syungo Asanuma , Yusuke Miyawaki , and Shinsuke Nakajima . 2014 . Recipe recommendation method by considering the users preference and ingredient quantity of target recipe . In Proceedings of the International MultiConference of Engineers and Computer Scientists , Vol. 1 . 12--14. Mayumi Ueda, Syungo Asanuma, Yusuke Miyawaki, and Shinsuke Nakajima. 2014. Recipe recommendation method by considering the users preference and ingredient quantity of target recipe. In Proceedings of the International MultiConference of Engineers and Computer Scientists, Vol. 1. 12--14."},{"key":"e_1_3_2_2_61_1","volume-title":"Sensemaking in organizations","author":"Weick Karl E","unstructured":"Karl E Weick . 1995. Sensemaking in organizations . Vol. 3 . Sage . Karl E Weick. 1995. Sensemaking in organizations. Vol. 3. Sage."},{"key":"e_1_3_2_2_62_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMEW.2016.7574705"},{"key":"e_1_3_2_2_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401327"}],"event":{"name":"CIKM '21: The 30th ACM International Conference on Information and Knowledge Management","location":"Virtual Event Queensland Australia","acronym":"CIKM '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 30th ACM International Conference on Information &amp; Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482405","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3459637.3482405","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:23Z","timestamp":1750191143000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3459637.3482405"}},"subtitle":["Mapping the Landscape of Procedural Texts"],"short-title":[],"issued":{"date-parts":[[2021,10,26]]},"references-count":63,"alternative-id":["10.1145\/3459637.3482405","10.1145\/3459637"],"URL":"https:\/\/doi.org\/10.1145\/3459637.3482405","relation":{},"subject":[],"published":{"date-parts":[[2021,10,26]]},"assertion":[{"value":"2021-10-30","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}