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06/15/2023
Inverse Scaling: When Bigger Isn't Better
Work on scaling laws has found that large language models (LMs) show pre...
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05/07/2021
On-the-Fly Controlled Text Generation with Experts and Anti-Experts
Despite recent advances in natural language generation, it remains chall...
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06/23/2020
Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation
Deep learning has rapidly become the state-of-the-art approach for music...
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06/23/2020
Bach or Mock? A Grading Function for Chorales in the Style of J.S. Bach
Deep generative systems that learn probabilistic models from a corpus of...
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10/23/2019
Model selection for deep audio source separation via clustering analysis
Audio source separation is the process of separating a mixture (e.g. a p...
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09/19/2019
Multi-sense Definition Modeling using Word Sense Decompositions
Word embeddings capture syntactic and semantic information about words. ...
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04/08/2019
CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense
Commonsense reasoning is a critical AI capability, but it is difficult t...
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04/08/2019