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TZOFFSETTO:-0400 TZNAME:America/New_York EDT END:DAYLIGHT BEGIN:DAYLIGHT DTSTART:20290311T030000 RDATE:20291104T010000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 TZNAME:America/New_York EDT END:DAYLIGHT BEGIN:DAYLIGHT DTSTART:20300310T030000 RDATE:20301103T010000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 TZNAME:America/New_York EDT END:DAYLIGHT BEGIN:DAYLIGHT DTSTART:20310309T030000 RDATE:20311102T010000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 TZNAME:America/New_York EDT END:DAYLIGHT BEGIN:DAYLIGHT DTSTART:20320314T030000 RDATE:20321107T010000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 TZNAME:America/New_York EDT END:DAYLIGHT BEGIN:DAYLIGHT DTSTART:20330313T030000 RDATE:20331106T010000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 TZNAME:America/New_York EDT END:DAYLIGHT BEGIN:DAYLIGHT DTSTART:20340312T030000 RDATE:20341105T010000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 TZNAME:America/New_York EDT END:DAYLIGHT END:VTIMEZONE BEGIN:VEVENT UID:3e2e66812ab4e1343521c8444806252d CATEGORIES:Faculty Candidate Talk CREATED:20190823T084023 SUMMARY:Conversational Machine Learning LOCATION:CoRE A 301 DESCRIPTION;ENCODING=QUOTED-PRINTABLE:
Abstract:
Humans can efficiently learn and commun icate new knowledge about the world through natural language (e.g, the conc ept of important emails may be described through explanations like ‘late ni ght emails from my boss are usually important’). Can machines be similarly taught new tasks and behavior through natural language interactions with th eir users? In this talk, we'll explore two approaches towards language-base d learning for classifications tasks. First, we'll consider how language ca n be leveraged for interactive feature space construction for learning task s. I'll present a method that jointly learns to understand language and lea rn classification models, by using explanations in conjunction with a small number of labeled examples of the concept. Secondly, we'll examine an appr oach for using language as a substitute for labeled supervision for trainin g machine learning models, which leverages the semantics of quantifier expr essions in everyday language (`definitely', `sometimes', etc.) to enable le arning in scenarios with limited or no labeled data.
DTSTAMP:20240328T163826Z DTSTART;TZID=America/New_York:20190401T103000 SEQUENCE:0 TRANSP:OPAQUE END:VEVENT END:VCALENDAR