| NLU for Game-based Learning in Real: Initial Evaluations | May 27, 2022 | Intent RecognitionMath | —Unverified | 0 |
| New Intent Discovery with Pre-training and Contrastive Learning | May 25, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems | May 24, 2022 | Intent RecognitionNatural Language Understanding | CodeCode Available | 0 |
| Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System | May 9, 2022 | Data AugmentationIntent Recognition | —Unverified | 0 |
| Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection | May 1, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems | Apr 11, 2022 | Intent RecognitionSpoken Language Understanding | —Unverified | 0 |
| Training Compute-Optimal Large Language Models | Mar 29, 2022 | AnachronismsAnalogical Similarity | CodeCode Available | 6 |
| Developing a Chatbot system using Deep Learning based for Universities consultancy | Feb 28, 2022 | ChatbotDeep Learning | CodeCode Available | 0 |
| One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots | Dec 15, 2021 | AllChatbot | —Unverified | 0 |
| Scaling Language Models: Methods, Analysis & Insights from Training Gopher | Dec 8, 2021 | Abstract AlgebraAnachronisms | CodeCode Available | 2 |
| When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems | Nov 16, 2021 | Intent RecognitionNatural Language Understanding | —Unverified | 0 |
| Robot Intent Recognition Method Based on State Grid Business Office | Sep 29, 2021 | Intent DetectionIntent Recognition | —Unverified | 0 |
| Automated hypothesis generation via Evolutionary Abduction | Sep 29, 2021 | Causal InferenceIntent Recognition | —Unverified | 0 |
| Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models | Sep 29, 2021 | Cross-Lingual TransferIntent Recognition | CodeCode Available | 0 |
| DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder | Sep 22, 2021 | Dialogue UnderstandingEmotion Recognition | —Unverified | 0 |
| TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition | Sep 13, 2021 | Intent DetectionIntent Discovery | CodeCode Available | 0 |
| Integrating Dialog History into End-to-End Spoken Language Understanding Systems | Aug 18, 2021 | Intent RecognitionSpoken Language Understanding | —Unverified | 0 |
| Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems | Aug 1, 2021 | Intent Recognition | —Unverified | 0 |
| Representation based meta-learning for few-shot spoken intent recognition | Jun 29, 2021 | Classificationintent-classification | CodeCode Available | 0 |
| Analysis and Tuning of a Voice Assistant System for Dysfluent Speech | Jun 18, 2021 | Intent Recognitionspeech-recognition | —Unverified | 0 |
| Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection | Jun 8, 2021 | intent-classificationIntent Classification | CodeCode Available | 1 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems | Apr 3, 2021 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Efficient data-driven encoding of scene motion using Eccentricity | Mar 3, 2021 | Activity RecognitionIntent Recognition | —Unverified | 0 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | CodeCode Available | 1 |
