Slot Filling

Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System ACL 2021 QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021 AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020 A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020 Dialogue State Tracking with Explicit Slot Connection Modeling ACL 2020 Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network ACL 2020 Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations ACL 2020 Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses AAAI 2020 A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling ACL 2019 A Progressive Model to Enable Continual Learning for Semantic Slot Filling EMNLP 2019 A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding EMNLP 2019 Iterative Delexicalization for Improved Spoken Language Understanding Interspeech 2019 Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019 Robust Zero-Shot Cross-Domain Slot Filling with Example Values ACL 2019 SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking ACL 2019 WAIS: Word Attention for Joint Intent Detection and Slot Filling AAAI 2019 Attention-based Semantic Priming for Slot-filling ACL 2018 Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018