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Zero-shot Slot Filling
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
WHISMA: A Speech-LLM to Perform Zero-shot Spoken Language Understanding
An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data
Re2G: Retrieve, Rerank, Generate
A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages
KGI: An Integrated Framework for Knowledge Intensive Language Tasks
mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling
Robust Retrieval Augmented Generation for Zero-shot Slot Filling
GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling
Zero-shot Slot Filling with DPR and RAG
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling
mForms : Multimodal Form-Filling with Question Answering
Robust Zero-Shot Cross-Domain Slot Filling with Example Values
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.