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

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots ACL 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model EMNLP 2022
Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022
MTL-SLT: Multi-Task Learning for Spoken Language Tasks ACL 2022
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding ACL 2022
Benchmarking Transformers-based models on French Spoken Language Understanding tasks INTERSPEECH 2022
Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling COLING 2022
TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022
On Building Spoken Language Understanding Systems for Low Resourced Languages NAACL 2022
What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021
Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-Trained DNN-HMM-Based Acoustic-Phonetic Model INTERSPEECH 2021
A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding EMNLP 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling IJCNLP 2021
End-to-End Spoken Language Understanding for Generalized Voice Assistants INTERSPEECH 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping ACL 2021
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU IJCNLP 2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021
Contextual Domain Classification with Temporal Representations NAACL 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021