| An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking | May 3, 2018 | Dialogue State TrackingSpoken Language Understanding | —Unverified | 0 |
| Simulating ASR errors for training SLU systems | May 1, 2018 | Automatic Speech Recognition (ASR)Data Augmentation | —Unverified | 0 |
| A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding | Apr 22, 2018 | domain classificationGeneral Classification | —Unverified | 0 |
| Towards end-to-end spoken language understanding | Feb 23, 2018 | Natural Language UnderstandingSpoken Language Understanding | CodeCode Available | 0 |
| Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings | Feb 2, 2018 | Active LearningChatbot | —Unverified | 0 |
| OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding | Jan 16, 2018 | Spoken Language Understanding | —Unverified | 0 |
| Multi-Domain Adversarial Learning for Slot Filling in Spoken Language Understanding | Nov 30, 2017 | slot-fillingSlot Filling | —Unverified | 0 |
| Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding | Nov 1, 2017 | Spoken Language Understanding | —Unverified | 0 |
| Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding | Sep 30, 2017 | Dialogue State TrackingSpoken Language Understanding | CodeCode Available | 0 |
| Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning | Sep 1, 2017 | Automatic Speech Recognition (ASR)Dialogue Management | —Unverified | 0 |
