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Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources
In order to facilitate natural language understanding, the key is to eng...
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Federated Unsupervised Representation Learning
To leverage enormous unlabeled data on distributed edge devices, we form...
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Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition
Knowledge of a disease includes information of various aspects of the di...
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PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge
We present a new benchmark dataset called PARADE for paraphrase identifi...
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Should Answer Immediately or Wait for Further Information? A Novel Wait-or-Answer Task and Its Predictive Approach
Different people have different habits of describing their intents in co...
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MTSS: Learn from Multiple Domain Teachers and Become a Multi-domain Dialogue Expert
How to build a high-quality multi-domain dialogue system is a challengin...
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Lifelong Learning with Searchable Extension Units
Lifelong learning remains an open problem. One of its main difficulties ...
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"Wait, I'm Still Talking!" Predicting the Dialogue Interaction Behavior Using Imagine-Then-Arbitrate Model
Producing natural and accurate responses like human beings is the ultima...
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Consistency-Aware Recommendation for User-Generated ItemList Continuation
User-generated item lists are popular on many platforms. Examples includ...
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Teacher-Student Framework Enhanced Multi-domain Dialogue Generation
Dialogue systems dealing with multi-domain tasks are highly required. Ho...
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Big-Data Clustering: K-Means or K-Indicators?
The K-means algorithm is arguably the most popular data clustering metho...
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Fairness-Aware Recommendation of Information Curators
This paper highlights our ongoing efforts to create effective informatio...
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