domain classification

MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025 Can Humans Identify Domains? COLING 2024 Which Domains, Tasks and Languages are in the Focus of NLP Research on the Languages of Europe? COLING 2024 An efficient method for Natural Language Querying on Structured Data ACL 2023 Entity Contrastive Learning in a Large-Scale Virtual Assistant System ACL 2023 Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets Interspeech 2023 Cross-lingual transfer for low-resource Arabic language understanding EMNLP 2022 Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022 Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022 Samsung R&D Institute Poland Participation in WMT 2022 EMNLP 2022 Contextual Domain Classification with Temporal Representations NAACL 2021 Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding NAACL 2021 Noise Robust Named Entity Understanding for Voice Assistants NAACL 2021 Scenario-Dependent Speaker Diarization for DIHARD-III Challenge Interspeech 2021 The impact of domain-specific representations on BERT-based multi-domain spoken language understanding EACL 2021 Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention COLING 2020 Active Learning for Domain Classification in a Commercial Spoken Personal Assistant Interspeech 2019 Continuous Learning for Large-scale Personalized Domain Classification NAACL 2019 Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019 Latent Topic Attention for Domain Classification Interspeech 2019 Locale-agnostic Universal Domain Classification Model in Spoken Language Understanding NAACL 2019 A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018 Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018 Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates Interspeech 2018 Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018