conftrace_

spoken language understanding

299 papers

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Also known as

SLU

Co-occurring keywords

slot filling (263) intent classification (372) automatic speech recognition (1774) speech recognition (1226) intent detection (190) transfer learning (5449) end-to-end learning (457) contrastive learning (4032) natural language understanding (846) zero-shot learning (3650)

Papers

Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding ACL 2022
Towards Need-Based Spoken Language Understanding Model Updates: What Have We Learned? EMNLP 2022
Meta Auxiliary Learning for Low-resource Spoken Language Understanding INTERSPEECH 2022
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation INTERSPEECH 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings EMNLP 2022
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding INTERSPEECH 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
Intent classification using pre-trained language agnostic embeddings for low resource languages INTERSPEECH 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding INTERSPEECH 2022
Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022
Adversarial Knowledge Distillation For Robust Spoken Language Understanding INTERSPEECH 2022
Learning Under Label Noise for Robust Spoken Language Understanding systems INTERSPEECH 2022
Multitask Learning for Low Resource Spoken Language Understanding INTERSPEECH 2022
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model EMNLP 2022
Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech INTERSPEECH 2022
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022
Temporal Generalization for Spoken Language Understanding NAACL 2022
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022
Low-bit Shift Network for End-to-End Spoken Language Understanding INTERSPEECH 2022
Local-to-global learning for iterative training of production SLU models on new features NAACL 2022
Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding INTERSPEECH 2022