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05/19/2023
Prompting with Pseudo-Code Instructions
Prompting with natural language instructions has recently emerged as a p...
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05/09/2023
StarCoder: may the source be with you!
The BigCode community, an open-scientific collaboration working on the r...
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01/09/2023
SantaCoder: don't reach for the stars!
The BigCode project is an open-scientific collaboration working on the r...
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12/28/2022
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data
Real-world datasets exhibit imbalances of varying types and degrees. Sev...
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10/13/2022
Joint Reasoning on Hybrid-knowledge sources for Task-Oriented Dialog
Traditional systems designed for task oriented dialog utilize knowledge ...
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06/16/2022
A Closer Look at Smoothness in Domain Adversarial Training
Domain adversarial training has been ubiquitous for achieving invariant ...
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11/23/2021
Variational Learning for Unsupervised Knowledge Grounded Dialogs
Recent methods for knowledge grounded dialogs generate responses by inco...
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10/27/2021
Accelerating Gradient-based Meta Learner
Meta Learning has been in focus in recent years due to the meta-learner ...
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03/28/2019
Adversarial Approximate Inference for Speech to Electroglottograph Conversion
Speech produced by human vocal apparatus conveys substantial non-semanti...
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09/08/2017