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12/04/2022
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation
Large pretrained language models can easily produce toxic or biased cont...
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12/02/2022
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables
Conditional variational models, using either continuous or discrete late...
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12/01/2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder
Complex dialogue mappings (CDM), including one-to-many and many-to-one m...
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09/01/2022
Exploring Effective Information Utilization in Multi-Turn Topic-Driven Conversations
Conversations are always related to certain topics. However, it is chall...
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01/16/2022
COLD: A Benchmark for Chinese Offensive Language Detection
Offensive language detection and prevention becomes increasing critical ...
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08/28/2021
Representation Memorization for Fast Learning New Knowledge without Forgetting
The ability to quickly learn new knowledge (e.g. new classes or data dis...
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08/28/2021
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems
As the labeling cost for different modules in task-oriented dialog (ToD)...
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08/26/2021
SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling
Utterance-level intent detection and token-level slot filling are two ke...
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08/10/2021
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation
Code representation learning, which aims to encode the semantics of sour...
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10/02/2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
Natural language generation (NLG) is an essential component of task-orie...
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07/23/2020
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation
Session-based recommendation has received growing attention recently due...
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04/28/2020
Memory Augmented Neural Model for Incremental Session-based Recommendation
Increasing concerns with privacy have stimulated interests in Session-ba...
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05/14/2019
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems
Natural language generation (NLG) is an essential component of task-orie...
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06/10/2018
Context Tree for Adaptive Session-based Recommendation
There has been growing interests in recent years from both practical and...
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06/22/2017