Search Results for author: Anna Sauer

Found 3 papers, 1 papers with code

Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains

no code implementations NLP4ConvAI (ACL) 2022 Anna Sauer, Shima Asaadi, Fabian Küch

Considering in-domain and cross-domain few-shot learning scenarios, we introduce an approach for distilling small models that generalize to new intent classes and domains using only a handful of labeled examples.

cross-domain few-shot learning intent-classification +3

Clarifying Implicit and Underspecified Phrases in Instructional Text

no code implementations LREC 2022 Talita Anthonio, Anna Sauer, Michael Roth

In this paper, we present a data set of such phrases in English from instructional texts together with multiple possible clarifications.

Language Modelling

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