research
∙
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...
share
research
∙
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...
research
∙
05/07/2022
UniMorph 4.0: Universal Morphology
The Universal Morphology (UniMorph) project is a collaborative effort pr...
research
∙
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...
research
∙
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...
research
∙
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...
research
∙
05/03/2020
Unsupervised Morphological Paradigm Completion
We propose the task of unsupervised morphological paradigm completion. G...
research
∙
05/01/2020
Predicting Declension Class from Form and Meaning
The noun lexica of many natural languages are divided into several decle...
research
∙
02/27/2020
SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech Translation
We propose autoencoding speaker conversion for training data augmentatio...
research
∙
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...
research
∙
10/03/2019
Modeling Color Terminology Across Thousands of Languages
There is an extensive history of scholarship into what constitutes a "ba...
research
∙
09/19/2019
Improved Variational Neural Machine Translation by Promoting Mutual Information
Posterior collapse plagues VAEs for text, especially for conditional tex...
research
∙
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...
research
∙
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...
research
∙
06/13/2019
Meaning to Form: Measuring Systematicity as Information
A longstanding debate in semiotics centers on the relationship between l...
research
∙
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...
research
∙
10/25/2018
UniMorph 2.0: Universal Morphology
The Universal Morphology UniMorph project is a collaborative effort to i...
research
∙
10/16/2018
The CoNLL--SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection
The CoNLL--SIGMORPHON 2018 shared task on supervised learning of morphol...
research
∙
10/15/2018