Fall 2022 Schedule
2019.08.28 | Welcome Meeting, Plan fall schedule |
2019.09.04 | Jon ACL best paper nominee: https://arxiv.org/abs/1907.06679.
Xiaolei ACL paper: https://www.aclweb.org/anthology/P19-1403. Lunch |
2019.09.05 (Thurs 3:30 pm) | CS Colloquium - Dan Jurafsky |
2019.09.11 | Yoshi Presenting a NAACL paper https://www.aclweb.org/anthology/N19-1162 |
2019.09.18 | Akanksha presenting ACL paper https://www.aclweb.org/anthology/P19-1568 |
2019.09.25 | AIDA virtual site visit |
2019.10.02 | Rakuten overview, Abhidip presenting BERT[1]and XLNet [2] |
2019.10.09 | Ghazaleh, Situated Open World Reference Resolution for Human-Robot Dialogue[3] |
2019.10.16 (10 am - 1 pm) | CLASIC/CLEAR Open House & Industry day (lunch at Fleming). 10 min talks and posters by PhD/MS students |
2019.10.17 (Thurs 3:30 pm) | CS Colloquium: Jinho Choi |
2019.10.23 | Ali Almelhem (Economics department) presenting own research |
2019.10.30 | Rehan presenting his research. Slides[4]
Kristin EMNLP-LOUHI practice talk Vivian and Jon EMNLP posters |
2019.11.06 | Michael Reagan: Extraction of force-dynamic image schemas for event structure representation of procedural text,
Abstract: Event structure decomposition is integral to machine reading comprehension, dialog state tracking, and other natural language understanding tasks where models of entity states and temporality as well as of event-event, participant-event, and participant-participant relations are desirable. Previous work in event representation has yet to show how organizing conceptual structures into well-defined, flexible units representing both background knowledge of the world and how that knowledge is expressed in a certain language might improve AI reasoning capabilities. In preparation for my dissertation research into this question, in this talk I will argue for a fine-grained approach to event representation based on theoretical work done in cognitive semantics: force dynamics (Talmy 1988; Croft 2012), a image schematic model of causation that my research may show can support common-sense reasoning applications. Event representation is often done at the macro-level, with a focus on sequences of events in narratives, procedures, etc.; in contrast, at a micro-level we examine subevents of clausal events by employing the entity-centric, fine granularity of a force-dynamic approach to characterize participant interaction as a function of time, qualitative change, and transmission of force. As a proof of concept linking micro- and macro-level analyses, I propose designing, implementing, and evaluating a computational model for the extraction of participant histories as storylines from scientific, procedural text. One task will be to compare how well force-dynamic event structure can be extracted using a symbolic approach based on a model of argument structure and verb classes versus a neural approach using pre-trained language models. A second task will be to examine the use of dynamic knowledge graphs as a representation for evolving fine-grained storyline event structure and the tracking of entity states. A third task will be to examine the applicability of image schemas for effect prediction via a generative process with force-dynamic structures as priors. The primary hypotheses of the study will be examined along with a tentative timeline for how my research may progress.
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2019.11.13 | Chelsea prelim. |
2019.11.20 | Parth Jawale, Augmenting Neural Nets with First Order Logic, [5], Tao Li, Vivek Srikumar, ACL 2019 |
2019.11.27 | Fall break |
2019.12.04 | Sam |
2019.12.11 | Sarah Moeller - Lorelei denouement |
2019.12.18 | Final exams |
Past Schedules
- Spring 2019 Schedule
- Fall 2018 Schedule
- Summer 2018 Schedule
- Spring 2018 Schedule
- Fall 2017 Schedule
- Summer 2017 Schedule
- Spring 2017 Schedule
- Fall 2016 Schedule
- Spring 2016 Schedule
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- Spring 2015 Schedule
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