| A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU | May 5, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention | Dec 10, 2023 | graph constructionIntent Detection | CodeCode Available | 1 |
| Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-Distillation | Aug 28, 2023 | Contrastive LearningIntent Detection | CodeCode Available | 1 |
| A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset | Dec 18, 2022 | Semantic Frame ParsingSpoken Language Understanding | —Unverified | 0 |
| Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence | Dec 1, 2022 | Graph Neural NetworkIntent Detection | CodeCode Available | 0 |
| A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding | Nov 22, 2022 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 |
| A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding | Nov 8, 2022 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 |
| Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs | Oct 19, 2022 | Graph AttentionIntent Detection | CodeCode Available | 1 |
| A Transformer-based Threshold-Free Framework for Multi-Intent NLU | Oct 1, 2022 | Intent DetectionMulti-Task Learning | —Unverified | 0 |
| Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling | Oct 1, 2022 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 0 |
