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06/05/2023
On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research
This evidence-based position paper critiques current research practices ...
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05/31/2022
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages
Natural language processing (NLP) has a significant impact on society vi...
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05/10/2022
ParaCotta: Synthetic Multilingual Paraphrase Corpora from the Most Diverse Translation Sample Pair
We release our synthetic parallel paraphrase corpus across 17 languages:...
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03/29/2022
Nix-TTS: An Incredibly Lightweight End-to-End Text-to-Speech Model via Non End-to-End Distillation
We propose Nix-TTS, a lightweight neural TTS (Text-to-Speech) model achi...
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03/24/2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia
NLP research is impeded by a lack of resources and awareness of the chal...
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01/03/2022
Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models
We perform knowledge distillation (KD) benchmark from task-specific BERT...
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12/30/2020
Synthetic Source Language Augmentation for Colloquial Neural Machine Translation
Neural machine translation (NMT) is typically domain-dependent and style...
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12/16/2020
No Budget? Don't Flex! Cost Consideration when Planning to Adopt NLP for Your Business
Recent advances in Natural Language Processing (NLP) have largely pushed...
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11/06/2020