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12/08/2021
Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization
Training speaker-discriminative and robust speaker verification systems ...
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10/16/2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
Despite profound successes, contrastive representation learning relies o...
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09/12/2021
Pairwise Supervised Contrastive Learning of Sentence Representations
Many recent successes in sentence representation learning have been achi...
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05/27/2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers
The performance of state-of-the-art neural rankers can deteriorate subst...
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05/10/2021
Improving Factual Consistency of Abstractive Summarization via Question Answering
A commonly observed problem with the state-of-the art abstractive summar...
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11/26/2020
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
In open-domain question answering, questions are highly likely to be amb...
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04/07/2020
Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering
Neural approaches to natural language processing (NLP) often fail at the...
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11/08/2019