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 Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding AAAI 2026
PICD-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding EMNLP 2025
Distilling an End-to-End Voice Assistant Without Instruction Training Data ACL 2025
SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025
INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025
Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025
Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models ACL 2025
RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector AAAI 2025
Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ACL 2025
ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent ACL 2025
TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding COLING 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
RASU: Retrieval Augmented Speech Understanding through Generative Modeling INTERSPEECH 2024
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training EACL 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study COLING 2024
Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ACL 2024
A Contrastive Learning Approach to Mitigate Bias in Speech Models INTERSPEECH 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
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training NAACL 2024
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling ACL 2024
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model INTERSPEECH 2024
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ACL 2024
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024