Search Results for author: Lauren Levine

Found 4 papers, 1 papers with code

Midas Loop: A Prioritized Human-in-the-Loop Annotation for Large Scale Multilayer Data

no code implementations LREC (LAW) 2022 Luke Gessler, Lauren Levine, Amir Zeldes

Large scale annotation of rich multilayer corpus data is expensive and time consuming, motivating approaches that integrate high quality automatic tools with active learning in order to prioritize human labeling of hard cases.

Active Learning Management +3

Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation

no code implementations NAACL (SIGMORPHON) 2022 Lauren Levine

This paper presents a basic character level sequence-to-sequence approach to morpheme segmentation for the following Romance languages: French, Italian, and Spanish.

Data Augmentation

The Distribution of Deontic Modals in Jane Austen’s Mature Novels

no code implementations LaTeCHCLfL (COLING) 2022 Lauren Levine

Deontic modals are auxiliary verbs which express some kind of necessity, obligation, or moral recommendation.

GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation

1 code implementation3 Jun 2023 Tatsuya Aoyama, Shabnam Behzad, Luke Gessler, Lauren Levine, Jessica Lin, Yang Janet Liu, Siyao Peng, YIlun Zhu, Amir Zeldes

We evaluate state-of-the-art NLP systems on GENTLE and find severe degradation for at least some genres in their performance on all tasks, which indicates GENTLE's utility as an evaluation dataset for NLP systems.

coreference-resolution Dependency Parsing +2

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