| Meta learning to classify intent and slot labels with noisy few shot examples | Nov 30, 2020 | Benchmarkingintent-classification | —Unverified | 0 |
| SLURP: A Spoken Language Understanding Resource Package | Nov 26, 2020 | Intent ClassificationSlot Filling | CodeCode Available | 1 |
| Search4Code: Code Search Intent Classification Using Weak Supervision | Nov 24, 2020 | ClassificationCode Search | CodeCode Available | 1 |
| Acoustics Based Intent Recognition Using Discovered Phonetic Units for Low Resource Languages | Nov 7, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SciWING– A Software Toolkit for Scientific Document Processing | Nov 1, 2020 | Citation Intent Classificationintent-classification | —Unverified | 0 |
| Empirical Studies of Institutional Federated Learning For Natural Language Processing | Nov 1, 2020 | Federated LearningGPU | —Unverified | 0 |
| Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness | Nov 1, 2020 | Diversityintent-classification | —Unverified | 0 |
| Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes | Nov 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey | Nov 1, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 |
| End to End Binarized Neural Networks for Text Classification | Oct 11, 2020 | BinarizationClassification | —Unverified | 0 |
| Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems | Oct 8, 2020 | Data Augmentationintent-classification | —Unverified | 0 |
| STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ | Oct 2, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| 一种结合话语伪标签注意力的人机对话意图分类方法(A Human-machine Dialogue Intent Classification Method using Utterance Pseudo Label Attention) | Oct 1, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| Zero-Shot Learning with Common Sense Knowledge Graphs | Sep 28, 2020 | Common Sense ReasoningEntity Typing | —Unverified | 0 |
| Augmented Natural Language for Generative Sequence Labeling | Sep 15, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| A Comparison of LSTM and BERT for Small Corpus | Sep 11, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| Emora: An Inquisitive Social Chatbot Who Cares For You | Sep 10, 2020 | Chatbotintent-classification | —Unverified | 0 |
| Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification | Sep 8, 2020 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Joint Modelling of Cyber Activities and Physical Context to Improve Prediction of Visitor Behaviors | Aug 26, 2020 | intent-classificationIntent Classification | —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 |
| KBot: a Knowledge graph based chatBot for natural language understanding over linked data | Aug 1, 2020 | Chatbotintent-classification | —Unverified | 0 |
| Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification | Jul 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Intent Classification in an E-commerce Voice Assistant by Using Inter-Utterance Context | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
