Search Results for author: Michael Kranzlein

Found 4 papers, 3 papers with code

PASTRIE: A Corpus of Prepositions Annotated with Supersense Tags in Reddit International English

1 code implementation COLING (LAW) 2020 Michael Kranzlein, Emma Manning, Siyao Peng, Shira Wein, Aryaman Arora, Bradford Salen, Nathan Schneider

We present the Prepositions Annotated with Supersense Tags in Reddit International English ("PASTRIE") corpus, a new dataset containing manually annotated preposition supersenses of English data from presumed speakers of four L1s: English, French, German, and Spanish.

Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets

1 code implementation Findings (EMNLP) 2021 Michael Kranzlein, Nelson F. Liu, Nathan Schneider

For interpreting the behavior of a probabilistic model, it is useful to measure a model's calibration--the extent to which it produces reliable confidence scores.

TAG

Lexical Semantic Recognition

2 code implementations ACL (MWE) 2021 Nelson F. Liu, Daniel Hershcovich, Michael Kranzlein, Nathan Schneider

In lexical semantics, full-sentence segmentation and segment labeling of various phenomena are generally treated separately, despite their interdependence.

Sentence segmentation

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