Arya D. McCarthy | DeepAI

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∙ 02/15/2023

Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models

Large multilingual models have inspired a new class of word alignment me...

0 Abteen Ebrahimi, et al. ∙

∙ 11/30/2022

A Major Obstacle for NLP Research: Let's Talk about Time Allocation!

The field of natural language processing (NLP) has grown over the last f...

0 Katharina Kann, et al. ∙

∙ 05/07/2022

UniMorph 4.0: Universal Morphology

The Universal Morphology (UniMorph) project is a collaborative effort pr...

2 Khuyagbaatar Batsuren, et al. ∙

∙ 03/16/2022

Morphological Processing of Low-Resource Languages: Where We Are and What's Next

Automatic morphological processing can aid downstream natural language p...

0 Adam Wiemerslage, et al. ∙

∙ 03/16/2022

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?

What can pre-trained multilingual sequence-to-sequence models like mBART...

0 En-Shiun Annie Lee, et al. ∙

∙ 01/25/2021

AirWare: Utilizing Embedded Audio and Infrared Signals for In-Air Hand-Gesture Recognition

We introduce AirWare, an in-air hand-gesture recognition system that use...

0 Nibhrat Lohia, et al. ∙

∙ 05/03/2020

Unsupervised Morphological Paradigm Completion

We propose the task of unsupervised morphological paradigm completion. G...

0 Huiming Jin, et al. ∙

∙ 05/01/2020

Predicting Declension Class from Form and Meaning

The noun lexica of many natural languages are divided into several decle...

0 Adina Williams, et al. ∙

∙ 02/27/2020

SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech Translation

We propose autoencoding speaker conversion for training data augmentatio...

0 Arya D. McCarthy, et al. ∙

∙ 10/25/2019

The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection

The SIGMORPHON 2019 shared task on cross-lingual transfer and contextual...

0 Arya D. McCarthy, et al. ∙

∙ 10/03/2019

Modeling Color Terminology Across Thousands of Languages

There is an extensive history of scholarship into what constitutes a "ba...

0 Arya D. McCarthy, et al. ∙

∙ 09/19/2019

Improved Variational Neural Machine Translation by Promoting Mutual Information

Posterior collapse plagues VAEs for text, especially for conditional tex...

0 Arya D. McCarthy, et al. ∙

∙ 09/14/2019

Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade

For automatic speech translation (AST), end-to-end approaches are outper...

0 Juan Pino, et al. ∙

∙ 09/14/2019

Leveraging Out-of-Task Data for End-to-End Automatic Speech Translation

For automatic speech translation (AST), end-to-end approaches are outper...

0 Juan Pino, et al. ∙

∙ 06/13/2019

Meaning to Form: Measuring Systematicity as Information

A longstanding debate in semiotics centers on the relationship between l...

0 Tiago Pimentel, et al. ∙

∙ 03/25/2019

An Exact No Free Lunch Theorem for Community Detection

A precondition for a No Free Lunch theorem is evaluation with a loss fun...

0 Arya D. McCarthy, et al. ∙

∙ 10/25/2018

UniMorph 2.0: Universal Morphology

The Universal Morphology UniMorph project is a collaborative effort to i...

0 Christo Kirov, et al. ∙

∙ 10/16/2018

The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection

The CoNLL--SIGMORPHON 2018 shared task on supervised learning of morphol...

0 Ryan Cotterell, et al. ∙

∙ 10/15/2018

Marrying Universal Dependencies and Universal Morphology

The Universal Dependencies (UD) and Universal Morphology (UniMorph) proj...

0 Arya D. McCarthy, et al. ∙

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