| Data Augmentation for Spoken Language Understanding via Joint Variational Generation | Sep 7, 2018 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling | Sep 5, 2018 | Dialogue State TrackingSpoken Language Understanding | —Unverified | 0 |
| Neural Named Entity Recognition from Subword Units | Aug 22, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Source-Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language | Aug 19, 2018 | Cultural Vocal Bursts Intensity Predictiondomain classification | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Tagging System | Aug 1, 2018 | Deep Reinforcement LearningNamed Entity Recognition (NER) | —Unverified | 0 |
| Structured Dialogue Policy with Graph Neural Networks | Aug 1, 2018 | Automatic Speech Recognition (ASR)Decision Making | —Unverified | 0 |
| Modeling with Recurrent Neural Networks for Open Vocabulary Slots | Aug 1, 2018 | Goal-Oriented Dialogue SystemsIntent Detection | —Unverified | 0 |
| Hybrid Attention based Multimodal Network for Spoken Language Classification | Aug 1, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language | Aug 1, 2018 | Cultural Vocal Bursts Intensity Predictiondomain classification | —Unverified | 0 |
| Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora | Jul 1, 2018 | Language IdentificationSpoken Language Understanding | —Unverified | 0 |
| 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 |
| An Efficient Approach to Encoding Context for Spoken Language Understanding | Jul 1, 2018 | Computational EfficiencySpoken Language Understanding | —Unverified | 0 |
| Discourse-Wizard: Discovering Deep Discourse Structure in your Conversation with RNNs | Jun 29, 2018 | Spoken Language Understanding | CodeCode Available | 0 |
| Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding | Jun 18, 2018 | Sentenceslot-filling | —Unverified | 0 |
| ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents | Jun 12, 2018 | General ClassificationSpoken Language Understanding | CodeCode Available | 0 |
| Practical Application of Domain Dependent Confidence Measurement for Spoken Language Understanding Systems | Jun 1, 2018 | Automatic Speech Recognition (ASR)Feature Engineering | —Unverified | 0 |
