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09/14/2023
ChatGPT MT: Competitive for High- (but not Low-) Resource Languages
Large language models (LLMs) implicitly learn to perform a range of lang...
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02/04/2023
Construction Grammar Provides Unique Insight into Neural Language Models
Construction Grammar (CxG) has recently been used as the basis for probi...
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09/13/2022
Data-adaptive Transfer Learning for Translation: A Case Study in Haitian and Jamaican
Multilingual transfer techniques often improve low-resource machine tran...
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09/06/2022
ASR2K: Speech Recognition for Around 2000 Languages without Audio
Most recent speech recognition models rely on large supervised datasets,...
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07/20/2022
When Is TTS Augmentation Through a Pivot Language Useful?
Developing Automatic Speech Recognition (ASR) for low-resource languages...
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04/08/2022
Learning the Ordering of Coordinate Compounds and Elaborate Expressions in Hmong, Lahu, and Chinese
Coordinate compounds (CCs) and elaborate expressions (EEs) are coordinat...
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03/25/2022
AUTOLEX: An Automatic Framework for Linguistic Exploration
Each language has its own complex systems of word, phrase, and sentence ...
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07/24/2021
Differentiable Allophone Graphs for Language-Universal Speech Recognition
Building language-universal speech recognition systems entails producing...
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04/02/2021
Tusom2021: A Phonetically Transcribed Speech Dataset from an Endangered Language for Universal Phone Recognition Experiments
There is growing interest in ASR systems that can recognize phones in a ...
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03/30/2021
Evaluating the Morphosyntactic Well-formedness of Generated Texts
Text generation systems are ubiquitous in natural language processing ap...
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10/02/2020
Automatic Extraction of Rules Governing Morphological Agreement
Creating a descriptive grammar of a language is an indispensable step fo...
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06/16/2020
Ranking Transfer Languages with Pragmatically-Motivated Features for Multilingual Sentiment Analysis
Cross-lingual transfer learning studies how datasets, annotations, and m...
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06/08/2020
Characterizing Sociolinguistic Variation in the Competing Vaccination Communities
Public health practitioners and policy makers grapple with the challenge...
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04/17/2020
AlloVera: A Multilingual Allophone Database
We introduce a new resource, AlloVera, which provides mappings from 218 ...
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02/26/2020
Universal Phone Recognition with a Multilingual Allophone System
Multilingual models can improve language processing, particularly for lo...
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02/26/2020
Towards Zero-shot Learning for Automatic Phonemic Transcription
Automatic phonemic transcription tools are useful for low-resource langu...
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01/21/2020
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods
We perform statistical analysis of the phenomenon of neology, the proces...
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11/07/2019
Low-Resource Machine Translation using Interlinear Glosses
Neural Machine Translation (NMT) does not handle low-resource translatio...
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07/23/2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
This paper presents the submission by the CMU-01 team to the SIGMORPHON ...
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02/24/2019
The ARIEL-CMU Systems for LoReHLT18
This paper describes the ARIEL-CMU submissions to the Low Resource Human...
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08/28/2018