| PIN: A Novel Parallel Interactive Network for Spoken Language Understanding | Sep 28, 2020 | Intent DetectionLanguage Modelling | —Unverified | 0 |
| The importance of fillers for text representations of speech transcripts | Sep 23, 2020 | Spoken Language Understanding | —Unverified | 0 |
| Robust Spoken Language Understanding with RL-based Value Error Recovery | Sep 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Variational Inference-Based Dropout in Recurrent Neural Networks for Slot Filling in Spoken Language Understanding | Aug 23, 2020 | slot-fillingSlot Filling | —Unverified | 0 |
| Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces | Aug 14, 2020 | AllAutomatic Speech Recognition | —Unverified | 0 |
| Large-scale Transfer Learning for Low-resource Spoken Language Understanding | Aug 13, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| End-to-End Neural Transformer Based Spoken Language Understanding | Aug 12, 2020 | Spoken Language Understanding | —Unverified | 0 |
| Deep F-measure Maximization for End-to-End Speech Understanding | Aug 8, 2020 | FairnessIntent Detection | —Unverified | 0 |
| Semantic Complexity in End-to-End Spoken Language Understanding | Aug 6, 2020 | Spoken Language Understanding | —Unverified | 0 |
| Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding | Aug 6, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| Improving End-to-End Speech-to-Intent Classification with Reptile | Aug 5, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Spoken Language Representations with Neural Lattice Language Modeling | Jul 6, 2020 | Intent DetectionLanguage Modeling | CodeCode Available | 1 |
| Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning | Jul 3, 2020 | Natural Language Understandingspeech-recognition | —Unverified | 0 |
| Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations | Jul 1, 2020 | Action DetectionActivity Detection | —Unverified | 0 |
| Neural Machine Translation For Paraphrase Generation | Jun 25, 2020 | DecoderMachine Translation | —Unverified | 0 |
| Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding | May 24, 2020 | Spoken Language Understanding | CodeCode Available | 1 |
| Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation | May 17, 2020 | Computational Efficiencyspeech-recognition | —Unverified | 0 |
| Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU | May 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| LinTO Platform: A Smart Open Voice Assistant for Business Environments | May 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization | Apr 30, 2020 | Spoken Language Understanding | —Unverified | 0 |
| Data Augmentation for Spoken Language Understanding via Pretrained Language Models | Apr 29, 2020 | Data AugmentationSpoken Language Understanding | CodeCode Available | 1 |
| End-to-end speech-to-dialog-act recognition | Apr 23, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling | Apr 21, 2020 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
| Parallel Intent and Slot Prediction using MLB Fusion | Mar 20, 2020 | PredictionSpoken Language Understanding | —Unverified | 0 |
| Transfer Learning for Context-Aware Spoken Language Understanding | Mar 3, 2020 | Spoken Language UnderstandingTask-Oriented Dialogue Systems | —Unverified | 0 |
