Ruprecht-Karls-Universität Heidelberg
Institut für Computerlinguistik

Bilder vom Neuenheimer Feld, Heidelberg und der Universität Heidelberg

Neural Semantic Parsing

Kursbeschreibung

Course Module Abbreviation Credit Points
BA-2010 AS-CL 8 LP
BA-2010[100%|75%] CS-CL 6 LP
BA-2010[50%] BS-CL 6 LP
BA-2010[25%] BS-AC 4 LP
Master SS-CL, SS-TAC, SS-FAL 8 LP
Lecturer/-innen Michael Staniek
Module Type Proseminar / Hauptseminar
Language Englisch
First Session 25.10.2021
Time and Place Monday, 11:15-12:45, Online
End of Commitment Period tba

Prerequisite for Participation

  • Mathematical Foundations of CL (or a comparable introductory class to linear algebra and theory of probability)
  • Statistical Methods for CL (or a comparable introductory class to machine learning)

Assessment

  • Regular and active attendance of seminar (30%)
  • Independent study and presentation of assigned scientific papers (30%)
  • Project or term paper (40%)

Content

This seminar focuses on approaches for semantic parsing, mainly neural semantic parsing.
After introducing classical semantic parsing, neural semantic parsing and corresponding datasets will be discussed.
Finally, state of the art approaches will complete our understanding of neural semantic parsing.
Students will be assigned research papers for them to study and present in the seminar.

Module Overview

Agenda

Datum Sitzung Materialien

Literatur

https://direct.mit.edu/coli/article/45/1/59/1613/Learning-an-Executable-Neural-Semantic- Parser

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