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Slot Filling

41 directly classified papers

Papers per year

Papers

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
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 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
Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets INTERSPEECH 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
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
MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023
Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention Relationship Descriptor AAAI 2023
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech INTERSPEECH 2022
A GlobalPointer based Robust Approach for Information Extraction from Dialog Transcripts EMNLP 2022
Machine Translation for Multilingual Intent Detection and Slots Filling 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
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System ACL 2021
Focus on Interaction: A Novel Dynamic Graph Model for Joint Multiple Intent Detection and Slot Filling IJCAI 2021
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling EMNLP 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021
Intent Classification and Slot Filling for Privacy Policies ACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021