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06/13/2023
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer
Personalized dialogue agents (DAs) powered by large pre-trained language...
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02/26/2023
CLICKER: Attention-Based Cross-Lingual Commonsense Knowledge Transfer
Recent advances in cross-lingual commonsense reasoning (CSR) are facilit...
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10/22/2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding
Conversational understanding is an integral part of modern intelligent d...
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04/29/2022
Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI
Self-learning paradigms in large-scale conversational AI agents tend to ...
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04/22/2022
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning
Subword tokenization is a commonly used input pre-processing step in mos...
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02/22/2022
Query Expansion and Entity Weighting for Query Reformulation Retrieval in Voice Assistant Systems
Voice assistants such as Alexa, Siri, and Google Assistant have become i...
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02/13/2022
Incremental user embedding modeling for personalized text classification
Individual user profiles and interaction histories play a significant ro...
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12/06/2021
VAE based Text Style Transfer with Pivot Words Enhancement Learning
Text Style Transfer (TST) aims to alter the underlying style of the sour...
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12/21/2020
Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems
Query rewriting (QR) systems are widely used to reduce the friction caus...
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11/09/2020
Personalized Query Rewriting in Conversational AI Agents
Spoken language understanding (SLU) systems in conversational AI agents ...
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02/13/2020
Pre-Training for Query Rewriting in A Spoken Language Understanding System
Query rewriting (QR) is an increasingly important technique to reduce cu...
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11/06/2019