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09/13/2022
HEARTS: Multi-task Fusion of Dense Retrieval and Non-autoregressive Generation for Sponsored Search
Matching user search queries with relevant keywords bid by advertisers i...
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03/11/2022
Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons
Recent studies have shown the advantages of evaluating NLG systems using...
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06/07/2021
Diversity driven Query Rewriting in Search Advertising
Retrieving keywords (bidwords) with the same intent as query, referred t...
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09/23/2020
Improving Dialog Evaluation with a Multi-reference Adversarial Dataset and Large Scale Pretraining
There is an increasing focus on model-based dialog evaluation metrics su...
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08/27/2020
A Survey of Evaluation Metrics Used for NLG Systems
The success of Deep Learning has created a surge in interest in a wide a...
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04/29/2020
Towards Transparent and Explainable Attention Models
Recent studies on interpretability of attention distributions have led t...
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08/31/2019