| Maximizing SLU Performance with Minimal Training Data Using Hybrid RNN Plus Rule-based Approach | Jul 1, 2018 | Spoken Language Understanding | —Unverified | 0 |
| Efficient Large-Scale Neural Domain Classification with Personalized Attention | Jul 1, 2018 | Classificationdomain classification | —Unverified | 0 |
| Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Unified Neural Architecture for Joint Dialog Act Segmentation and Recognition in Spoken Dialog System | Jul 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Attention-based Semantic Priming for Slot-filling | Jul 1, 2018 | slot-fillingSlot Filling | —Unverified | 0 |
| Identifying Domain Independent Update Intents in Task Based Dialogs | Jul 1, 2018 | General ClassificationMulti-class Classification | —Unverified | 0 |
| Global-Locally Self-Attentive Encoder for Dialogue State Tracking | Jul 1, 2018 | Automatic Speech Recognition (ASR)Dialogue State Tracking | —Unverified | 0 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | CodeCode Available | 0 |
| Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention | Jul 1, 2018 | Sentenceslot-filling | CodeCode Available | 0 |
| Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation | Jul 1, 2018 | Dialogue State TrackingRepresentation Learning | —Unverified | 0 |
