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Zero-shot Slot Filling

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Showing 1–21 of 21 papers

TitleStatusHype
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse LanguagesCode2
Re2G: Retrieve, Rerank, GenerateCode1
A Multi-Task BERT Model for Schema-Guided Dialogue State TrackingCode1
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot FillingCode1
Robust Retrieval Augmented Generation for Zero-shot Slot FillingCode1
Zero-shot Slot Filling with DPR and RAGCode1
Robust Zero-Shot Cross-Domain Slot Filling with Example ValuesCode1
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems—0
WHISMA: A Speech-LLM to Perform Zero-shot Spoken Language Understanding—0
An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants—0
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot FillingCode0
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot FillingCode0
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data—0
KGI: An Integrated Framework for Knowledge Intensive Language Tasks—0
mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling—0
Re2G: Retrieve, Rerank, Generate—0
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining—0
GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot FillingCode0
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling—0
Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack—0
mForms : Multimodal Form-Filling with Question Answering—0
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