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

Introducing Semantics into Speech Encoders ACL 2023
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding ACL 2023
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding INTERSPEECH 2023
Toward Interactive Dictation ACL 2023
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023
MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention EMNLP 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
Regression-Free Model Updates for Spoken Language Understanding ACL 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations ACL 2023
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents EMNLP 2023
Toward Joint Language Modeling for Speech Units and Text EMNLP 2023
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding AAAI 2023
Efficient Adaptation of Spoken Language Understanding based on End-to-End Automatic Speech Recognition INTERSPEECH 2023
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis EMNLP 2023
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding ACL 2023
Privacy-Preserving End-to-End Spoken Language Understanding IJCAI 2023
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence EMNLP 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation EMNLP 2023
Semantic Enrichment Towards Efficient Speech Representations INTERSPEECH 2023
ITALIC: An Italian Intent Classification Dataset INTERSPEECH 2023
Improving End-to-End SLU performance with Prosodic Attention and Distillation INTERSPEECH 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti EMNLP 2023
Toward Low-Cost End-to-End Spoken Language Understanding INTERSPEECH 2022
Local-to-global learning for iterative training of production SLU models on new features NAACL 2022