[PLing] Roth, "Automating linguistic tests using pre-trained language models" (19. 1.)
Laura Grestenberger
laura.grestenberger at univie.ac.at
Mon Jan 18 11:55:28 CET 2021
Liebe Kolleg*innen,
Ich möchte Euch/Sie herzlich zu einem weiteren Online-Vortrag der Wiener
Sprachgesellschaft einladen: Benjamin Roth (Universität Wien, Institut
für Europäische und Vergleichende Sprach- und
Literaturwissenschaft/Forschungsgruppe Data Mining and Machine Learning)
spricht morgen (19. 1.) über "Automating linguistic tests using
pre-trained language models".
Abstract:
This work in progress is based on the premise that a main method for
linguistic analysis is that of transforming and reformulating utterances
in conjunction with judging the results of those (hypothetical,
counterfactual) transformations. Such a process can be called a
linguistic test.
The concrete form of a linguistic test arises either directly from the
task at hand (e.g., if an ambiguous word is replaced by synonyms of two
different readings, which one is less marked) or it follows from a
specific theory (e.g., language is organized hierarchically based on
categories, and replacements by elements of the same category should not
make an utterance ungrammatical).
We argue that the analysis based on linguistic tests is fundamentally
different from the methods that are typically employed in the automatic
analysis of language by computers, namely rule-based analysis (using
grammar formalisms) and machine-learning-based analysis (using annotated
training examples). We will show initial experiments how linguistic
tests can be automated using pre-trained neural language models.
Link zum BBB-Raum:
https://moodle.univie.ac.at/mod/bigbluebuttonbn/guestlink.php?gid=zwxNMRimbf3g
Zugangscode: 284338
Beginn: 18.30h.
Interessierte sind herzlich willkommen!
MfG,
Laura Grestenberger
--
Mag. Laura Grestenberger, PhD
Institut für Sprachwissenschaft
Universität Wien
Sensengasse 3a, A-1090 Wien
T +43 1 4277 41720
Laura.Grestenberger at univie.ac.at
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