| 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 |
| GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling | Jun 3, 2021 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
| AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling | Apr 21, 2020 | Intent DetectionSemantic Frame Parsing | 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 |
| 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 |
| Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding | Dec 22, 2021 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
| SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling | Aug 26, 2021 | Intent DetectionNatural Language Understanding | CodeCode Available | 1 |
| A Transformer-based Threshold-Free Framework for Multi-Intent NLU | Oct 1, 2022 | Intent DetectionMulti-Task Learning | —Unverified | 0 |
| A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU | May 5, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Exploiting Topic Information for Joint Intent Detection and Slot Filling | Jan 16, 2022 | Intent DetectionNatural Language Understanding | —Unverified | 0 |
| Semantic Frame Parsing for Information Extraction : the CALOR corpus | Dec 19, 2018 | Semantic Frame ParsingSemantic Parsing | —Unverified | 0 |
| User Information Augmented Semantic Frame Parsing using Coarse-to-Fine Neural Networks | Sep 18, 2018 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 |
| Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning | Oct 7, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding | Nov 8, 2022 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 |
| An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction | Jun 6, 2021 | Dialogue State TrackingSemantic Frame Parsing | —Unverified | 0 |
| Analyse automatique en cadres s\'emantiques pour l'apprentissage de mod\`eles de compr\'ehension de texte (Semantic Frame Parsing for training Machine Reading Comprehension models) | Jun 1, 2020 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset | Dec 18, 2022 | Semantic Frame ParsingSpoken Language Understanding | —Unverified | 0 |
| A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding | Nov 22, 2022 | Intent DetectionSemantic Frame Parsing | —Unverified | 0 |
| Sources of Complexity in Semantic Frame Parsing for Information Extraction | Dec 21, 2018 | Semantic Frame Parsing | —Unverified | 0 |
| A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling | Dec 26, 2018 | Decoder | CodeCode Available | 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 |
| Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence | Dec 1, 2022 | Graph Neural NetworkIntent Detection | CodeCode Available | 0 |
| SLING: A framework for frame semantic parsing | Oct 19, 2017 | Semantic Frame ParsingSemantic Parsing | CodeCode Available | 0 |
