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07/23/2023
On the Effectiveness of Offline RL for Dialogue Response Generation
A common training technique for language models is teacher forcing (TF)....
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05/26/2023
Submodular Minimax Optimization: Finding Effective Sets
Despite the rich existing literature about minimax optimization in conti...
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05/23/2023
Domain Private Transformers
Large, general purpose language models have demonstrated impressive perf...
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09/30/2022
CEREAL: Few-Sample Clustering Evaluation
Evaluating clustering quality with reliable evaluation metrics like norm...
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01/28/2020
Identifying Mislabeled Data using the Area Under the Margin Ranking
Not all data in a typical training set help with generalization; some sa...
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11/04/2019
Metric Learning for Dynamic Text Classification
Traditional text classifiers are limited to predicting over a fixed set ...
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06/07/2018
Importance weighted generative networks
Deep generative networks can simulate from a complex target distribution...
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03/08/2017