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03/27/2022
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems
Recommendation systems focus on helping users find items of interest in ...
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08/31/2021
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues
The goal of dialogue relation extraction (DRE) is to identify the relati...
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10/08/2020
Dual Inference for Improving Language Understanding and Generation
Natural language understanding (NLU) and Natural language generation (NL...
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10/05/2020
Lifelong Language Knowledge Distillation
It is challenging to perform lifelong language learning (LLL) on a strea...
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04/30/2020
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning
In modular dialogue systems, natural language understanding (NLU) and na...
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10/03/2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation
Randomized controlled trials (RCTs) represent the paramount evidence of ...
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08/14/2019
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling
Visual question answering and visual dialogue tasks have been increasing...
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05/24/2019
Bridging Dialogue Generation and Facial Expression Synthesis
Spoken dialogue systems that assist users to solve complex tasks such as...
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05/15/2019
Dual Supervised Learning for Natural Language Understanding and Generation
Natural language understanding (NLU) and natural language generation (NL...
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03/23/2019
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model
End-to-end dialogue generation has achieved promising results without us...
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03/21/2019
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer
With the increasing research interest in dialogue response generation, t...
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03/21/2019
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection
The response selection has been an emerging research topic due to the gr...
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10/31/2018
Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder
Automatic melody generation has been a long-time aspiration for both AI ...
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09/19/2018
Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation
Natural language generation (NLG) is a critical component in spoken dial...
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09/05/2018
Learning Context-Sensitive Time-Decay Attention for Role-Based Dialogue Modeling
Spoken language understanding (SLU) is an essential component in convers...
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08/28/2018
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
This paper presents a Discriminative Deep Dyna-Q (D3Q) approach to impro...
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08/08/2018
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
Natural language generation (NLG) is a critical component in spoken dial...
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09/30/2017
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding
Spoken language understanding (SLU) is an essential component in convers...
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09/30/2017