CSE 312 and CSE 332.
Methods for designing systems that usefully and/or intelligently process natural language text data. Language models, text categorization, syntactic and semantic analysis, machine translation. This course emphasizes algorithms and data-driven methods.
[{"id":7895,"courseUrl":"c/CSE447A3088.html","data":{"h1":"Computer Science & Engineering CSE 447 A","h2":"Yulia Tsvetkov Associate Professor AU24","caption":{"text":"Form W: Custom Form \"11\" surveyed \"86\" enrolled","enrolled":"86","surveyed":"11"},"headers":["Question","Excellent","Very Good","Good","Fair","Poor","Very Poor","Median"],"table_data_list_of_dicts":[{"Fair":"18%","Good":"9%","Poor":"9%","Median":"4.25","Question":"The course as a whole:","Excellent":"45%","Very Good":"18%","Very Poor":"0%"},{"Fair":"9%","Good":"27%","Poor":"0%","Median":"4.25","Question":"The course content:","Excellent":"45%","Very Good":"18%","Very Poor":"0%"},{"Fair":"9%","Good":"0%","Poor":"18%","Median":"4.33","Question":"Instructor's contribution:","Excellent":"45%","Very Good":"27%","Very Poor":"0%"},{"Fair":"0%","Good":"9%","Poor":"18%","Median":"4.58","Question":"Instructor's effectiveness:","Excellent":"55%","Very Good":"18%","Very Poor":"0%"}],"table_data_list_of_lists":[["The course as a whole:","45%","18%","9%","18%","9%","0%","4.25"],["The course content:","45%","18%","27%","9%","0%","0%","4.25"],["Instructor's contribution:","45%","27%","0%","9%","18%","0%","4.33"],["Instructor's effectiveness:","55%","18%","9%","0%","18%","0%","4.58"]]},"createdAt":"2025-07-30T07:16:27.157316","updatedAt":"2025-07-30T07:16:27.157316","professor":"Yulia Tsvetkov","role":"Associate Professor","term":"AU24","enrolledCount":86,"surveyedCount":11,"courseCode":" CSE 447","sessionCode":"A","quarter":"20244"},{"id":7896,"courseUrl":"c/CSE447A4521.html","data":{"h1":"Computer Science & Engineering CSE 447 A","h2":"Noah A Smith Professor WI25","caption":{"text":"Form W: Custom Form \"20\" surveyed \"167\" enrolled","enrolled":"167","surveyed":"20"},"headers":["Question","Excellent","Very Good","Good","Fair","Poor","Very Poor","Median"],"table_data_list_of_dicts":[{"Fair":"10%","Good":"15%","Poor":"5%","Median":"4.30","Question":"The course as a whole:","Excellent":"45%","Very Good":"25%","Very Poor":"0%"},{"Fair":"5%","Good":"20%","Poor":"0%","Median":"4.50","Question":"The course content:","Excellent":"50%","Very Good":"25%","Very Poor":"0%"},{"Fair":"0%","Good":"15%","Poor":"0%","Median":"4.59","Question":"Instructor's contribution:","Excellent":"55%","Very Good":"30%","Very Poor":"0%"},{"Fair":"5%","Good":"5%","Poor":"0%","Median":"4.73","Question":"Instructor's effectiveness:","Excellent":"65%","Very Good":"25%","Very Poor":"0%"}],"table_data_list_of_lists":[["The course as a whole:","45%","25%","15%","10%","5%","0%","4.30"],["The course content:","50%","25%","20%","5%","0%","0%","4.50"],["Instructor's contribution:","55%","30%","15%","0%","0%","0%","4.59"],["Instructor's effectiveness:","65%","25%","5%","5%","0%","0%","4.73"]]},"createdAt":"2025-07-30T07:16:27.157316","updatedAt":"2025-07-30T07:16:27.157316","professor":"Noah A Smith","role":"Professor","term":"WI25","enrolledCount":167,"surveyedCount":20,"courseCode":" CSE 447","sessionCode":"A","quarter":"20251"}]