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10/19/2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining
Pre-trained language models have attracted increasing attention in the b...
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05/16/2022
Heri-Graphs: A Workflow of Creating Datasets for Multi-modal Machine Learning on Graphs of Heritage Values and Attributes with Social Media
Values (why to conserve) and Attributes (what to conserve) are essential...
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08/29/2021
Analyzing and Mitigating Interference in Neural Architecture Search
Weight sharing has become the de facto approach to reduce the training c...
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05/30/2021
NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search
While pre-trained language models (e.g., BERT) have achieved impressive ...
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05/09/2021
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition
Error correction techniques have been used to refine the output sentence...
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04/12/2021
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Smoothed Labels
The UNESCO World Heritage List (WHL) is to identify the exceptionally va...
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02/08/2021
LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search
Text to speech (TTS) has been broadly used to synthesize natural and int...
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07/09/2020
Neural Architecture Search with GBDT
Neural architecture search (NAS) with an accuracy predictor that predict...
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02/24/2020
Semi-Supervised Neural Architecture Search
Neural architecture search (NAS) relies on a good controller to generate...
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11/07/2019
Microsoft Research Asia's Systems for WMT19
We Microsoft Research Asia made submissions to 11 language directions in...
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09/24/2019
Understanding and Improving One-shot Neural Architecture Optimization
The ability of accurately ranking candidate architectures is the key to ...
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08/22/2018
Neural Architecture Optimization
Automatic neural architecture design has shown its potential in discover...
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03/15/2018