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However, current models are constrained by tokenizers that fail to capture the full breadth of chemical space or even the periodic table of elements. In his talk, Alex will introduce smirk, a new tokenizer for molecular foundation models that can represent the entirety of the OpenSMILES specification. We'll also discuss performance metrics for tokenizers and the results of Alex's systematic evaluation of thirteen chemistry-specific tokenizers using N-gram language models as a low-cost proxy for transformer models.", "occurrence_notes":null, "guid":"127959-21859975@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/127959", "building_id":"1000400", "building_name":"Walter E Lay Auto Lab", "campus_maps_id":"86", "room":"2052", "location_name":"Walter E Lay Auto Lab", "has_livestream":0, "cost":"", "tags":["Science","Research","Rackham","Michigan Engineering","Graduate Students","Graduate School","Engineering","Computational Science"], "website":"", "sponsors":[ { "group_name":"Frontiers in Scientific Machine Learning (FSML)", "group_id":"5234", "website":"" }, { "group_name":"Michigan Institute for Computational Discovery and Engineering", "group_id":"3286", "website":"http:\/\/micde.umich.edu" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2024\/10\/event_127959_original-1.png", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2024\/10\/event_127959_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2024\/10\/event_127959_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2024\/10\/event_127959_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2024\/10\/event_127959_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2024\/10\/event_127959_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2024\/10\/event_127959_original-1.png" }, "occurrence_count":1, "first_occurrence":21859975 } , "124733-21853691": { "datetime_modified":"20240827T181748", "datetime_start":"20241004T120000", "datetime_end":"20241004T130000", "has_end_time":1, "date_start":"2024-10-04", "date_end":"2024-10-04", "time_start":"12:00:00", "time_end":"13:00:00", "time_zone":"America\/Detroit", "event_title":"Go Blue Career Jam 2024", "occurrence_title":"", "combined_title":"Go Blue Career Jam 2024", "event_subtitle":"", "event_type":"Careers \/ Jobs", "event_type_id":"2", "description":"Join the University Career Center and our employer partners for a series of events to help you make the most of the Fall Job & Internship fairs taking place this September and October. 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Take advantage of these workshops to set yourself up for success this fall and beyond!\r\n\r\nResume Nights w\/ the UCC\r\n\u2022 Tuesday, Sept. 3rd, 3-6pm \/ In Person\r\n\u2022 Monday, Sept. 16th, 3-6pm \/ In Person\r\n\r\nYou've Done the Consulting & Finance Fair...Now What?\r\n\u2022 Thursday, Sept. 5th, 12-1pm \/ In Person | In partnership with FTI Consulting\r\n\r\nInterviewing Tips from an Employer's Perspective\r\n\u2022 Friday, September 6th, 4-5pm \/ Virtual | In partnership with MUFG\r\n\r\nCareer Fair Prep for International Students \r\n\u2022 Friday, Sept 13th, 2pm \/ Virtual | In partnership with the International Center \r\n\r\nHow to Find and Fund International Opportunities \r\n\u2022 Wednesday, Sept. 18th, 3-4pm \/ Virtual | In partnership with the International Center\r\n\r\nNavigating Life Post Grad w\/ UM Alumni \r\n\u2022 Wednesday, Sept 25th, 6pm \/ Virtual | Alumni from Handshake, Detroit Lions, JP Morgan Chase, & More\r\n\r\nIndustry Day & Luxury Fashion Networking\r\n\u2022 Thursday, Sept. 26th, 11:30am-1:30pm \/ In Person | In partnership with Louis Vuitton Mo\u00ebt Hennessy & MFMS\r\n\r\nLouis Vuitton UMich Alumni Panel\r\n\u2022 Monday, Sept. 30th, 6:00-7:00pm \/ Virtual | In partnership with Louis Vuitton\r\n\r\nDisclosure and Requesting Accommodations in the Career Search Process \r\n\u2022 Friday, October 4th, 12pm \/ Virtual | In partnership with Proctor & Gamble (P&G)", "occurrence_notes":null, "guid":"124733-21853691@events.umich.edu", "permalink":"http:\/\/events.umich.edu\/event\/124733", "building_id":"null", "building_name":"Off Campus Location", "campus_maps_id":"1", "room":"", "location_name":"Virtual", "has_livestream":1, "livestream_type":"other", "livetream_require_login":0, "livestream_id":"", "livestream_link":"", "cost":"", "tags":["Career","Networking"], "website":"https:\/\/myumi.ch\/dA1wX", "sponsors":[ { "group_name":"University Career Center UCC", "group_id":"1140", "website":"http:\/\/careercenter.umich.edu" } ], "image_url":"https:\/\/events.umich.edu\/media\/attachments\/2024\/08\/event_124733_original-1.png", "styled_images":{ "event_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_thumb\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_large":"https:\/\/events.umich.edu\/media\/cache\/event_large\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_large_2x":"https:\/\/events.umich.edu\/media\/cache\/event_large_2x\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/event_large_lightbox\/media\/attachments\/2024\/08\/event_124733_original-1.png", "group_thumb":"https:\/\/events.umich.edu\/media\/cache\/group_thumb\/media\/attachments\/2024\/08\/event_124733_original-1.png", "group_thumb_square":"https:\/\/events.umich.edu\/media\/cache\/group_thumb_square\/media\/attachments\/2024\/08\/event_124733_original-1.png", "group_large":"https:\/\/events.umich.edu\/media\/cache\/group_large\/media\/attachments\/2024\/08\/event_124733_original-1.png", "group_large_lightbox":"https:\/\/events.umich.edu\/media\/cache\/group_large_lightbox\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_large_crop":"https:\/\/events.umich.edu\/media\/cache\/event_large_crop\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_list":"https:\/\/events.umich.edu\/media\/cache\/event_list\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_list_2x":"https:\/\/events.umich.edu\/media\/cache\/event_list_2x\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_grid":"https:\/\/events.umich.edu\/media\/cache\/event_grid\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_grid_2x":"https:\/\/events.umich.edu\/media\/cache\/event_grid_2x\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_feature_large":"https:\/\/events.umich.edu\/media\/cache\/event_feature_large\/media\/attachments\/2024\/08\/event_124733_original-1.png", "event_feature_thumb":"https:\/\/events.umich.edu\/media\/cache\/event_feature_thumb\/media\/attachments\/2024\/08\/event_124733_original-1.png" }, "occurrence_count":10, "first_occurrence":21853682 } }