spoken language understanding

Improving Spoken Language Understanding with Cross-Modal Contrastive Learning Interspeech 2022 Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling COLING 2022 Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering Interspeech 2022 Intent classification using pre-trained language agnostic embeddings for low resource languages Interspeech 2022 Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022 Learning Under Label Noise for Robust Spoken Language Understanding systems Interspeech 2022 Local-to-global learning for iterative training of production SLU models on new features NAACL 2022 Low-bit Shift Network for End-to-End Spoken Language Understanding Interspeech 2022 Meta Auxiliary Learning for Low-resource Spoken Language Understanding Interspeech 2022 MTL-SLT: Multi-Task Learning for Spoken Language Tasks ACL 2022 Multitask Learning for Low Resource Spoken Language Understanding Interspeech 2022 On Building Spoken Language Understanding Systems for Low Resourced Languages NAACL 2022 On joint training with interfaces for spoken language understanding Interspeech 2022 Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022 Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech Interspeech 2022 TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022 Temporal Generalization for Spoken Language Understanding NAACL 2022 Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022 Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models EMNLP 2022 Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems Interspeech 2022 Toward Low-Cost End-to-End Spoken Language Understanding Interspeech 2022 Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022 Two-Pass Low Latency End-to-End Spoken Language Understanding Interspeech 2022 WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models Interspeech 2022 A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents NAACL 2021