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 dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding INTERSPEECH 2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024
Continual Contrastive Spoken Language Understanding ACL 2024
Unified Framework for Spoken Language Understanding and Summarization in Task-Based Human Dialog processing INTERSPEECH 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024
TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding COLING 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study COLING 2024
Generating More Audios for End-to-End Spoken Language Understanding IJCAI 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL 2024
A Contrastive Learning Approach to Mitigate Bias in Speech Models INTERSPEECH 2024
MSNER: A Multilingual Speech Dataset for Named Entity Recognition COLING 2024
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024
Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024
Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect ACL 2024
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark COLING 2024
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond INTERSPEECH 2024
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ACL 2024
An Uyghur Extension to the MASSIVE Multi-lingual Spoken Language Understanding Corpus with Comprehensive Evaluations INTERSPEECH 2024
NoMusic - The Norwegian Multi-Dialectal Slot and Intent Detection Corpus NAACL 2024
Exploring the Capability of Mamba in Speech Applications INTERSPEECH 2024
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training EACL 2024
Out-of-distribution generalisation in spoken language understanding INTERSPEECH 2024
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training NAACL 2024
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023