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10/24/2020
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
Existing conversational systems are mostly agent-centric, which assumes ...
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10/24/2020
Adding Chit-Chats to Enhance Task-Oriented Dialogues
The existing dialogue corpora and models are typically designed under tw...
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05/30/2020
User Memory Reasoning for Conversational Recommendation
We study a conversational recommendation model which dynamically manages...
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09/27/2019
Active Federated Learning
Federated Learning allows for population level models to be trained with...
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09/27/2019
Federated User Representation Learning
Collaborative personalization, such as through learned user representati...
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06/03/2019
Global Textual Relation Embedding for Relational Understanding
Pre-trained embeddings such as word embeddings and sentence embeddings a...
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12/01/2018
Explore-Exploit: A Framework for Interactive and Online Learning
Interactive user interfaces need to continuously evolve based on the int...
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04/19/2017