Slot Filling

Event-Guided Slot Interaction for Multi-Domain Dialogue State Tracking CoNLL 2026 Approaching Dialogue State Tracking via Aligning Speech Encoders and LLMs Interspeech 2025 INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages ACL 2025 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 Speech-based Slot Filling using Large Language Models ACL 2024 A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023 DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023 HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023 Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti EMNLP 2023 MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023 MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023 MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023 Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets Interspeech 2023 Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention Relationship Descriptor AAAI 2023 A GlobalPointer based Robust Approach for Information Extraction from Dialog Transcripts EMNLP 2022 C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022 Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022 Machine Translation for Multilingual Intent Detection and Slots Filling EMNLP 2022 Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech Interspeech 2022 Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022 An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021 Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021 Focus on Interaction: A Novel Dynamic Graph Model for Joint Multiple Intent Detection and Slot Filling IJCAI 2021 Intent Classification and Slot Filling for Privacy Policies ACL 2021 Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021