| Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems | Nov 28, 2024 | Knowledge DistillationNatural Language Understanding | —Unverified | 0 |
| WHISMA: A Speech-LLM to Perform Zero-shot Spoken Language Understanding | Aug 29, 2024 | slot-fillingSlot Filling | —Unverified | 0 |
| An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants | Jun 13, 2024 | Dialogue State TrackingLanguage Modelling | —Unverified | 0 |
| Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling | Oct 23, 2023 | Computational EfficiencyMetric Learning | CodeCode Available | 0 |
| HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling | Oct 13, 2023 | Contrastive Learningslot-filling | CodeCode Available | 0 |
| Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data | Jul 4, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Re2G: Retrieve, Rerank, Generate | Jul 13, 2022 | Fact CheckingFact Verification | CodeCode Available | 1 |
| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 |
| MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages | Apr 18, 2022 | intent-classificationIntent Classification | CodeCode Available | 2 |
| KGI: An Integrated Framework for Knowledge Intensive Language Tasks | Apr 8, 2022 | Fact CheckingOpen-Domain Question Answering | —Unverified | 0 |
