slot filling

Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties EACL 2024 Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking COLING 2024 ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler COLING 2024 MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations EMNLP 2024 MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ACL 2024 MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking COLING 2024 Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024 Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding Interspeech 2024 Prompt Perturbation Consistency Learning for Robust Language Models EACL 2024 Speech-based Slot Filling using Large Language Models ACL 2024 Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond Interspeech 2024 TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding COLING 2024 Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024 TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities EMNLP 2024 Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction AAAI 2024 VN-SLU: A Vietnamese Spoken Language Understanding Dataset Interspeech 2024 Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023 Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling EMNLP 2023 An efficient method for Natural Language Querying on Structured Data ACL 2023 A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding AAAI 2023 Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding Interspeech 2023 Can discrete information extraction prompts generalize across language models? ICLR 2023 CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ACL 2023 Compositional Generalization in Spoken Language Understanding Interspeech 2023