| Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System | Apr 24, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs | Apr 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Phoneme-BERT: Joint Language Modelling of Phoneme Sequence and ASR Transcript | Feb 1, 2021 | intent-classificationIntent Classification | CodeCode Available | 1 |
| Intent Classification and Slot Filling for Privacy Policies | Jan 1, 2021 | General Classificationintent-classification | CodeCode Available | 1 |
| Deep Open Intent Classification with Adaptive Decision Boundary | Dec 18, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 |
| Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification | Jul 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| MTSI-BERT: A Session-aware Knowledge-based Conversational Agent | May 1, 2020 | Chatbotintent-classification | CodeCode Available | 1 |
| End-to-End Slot Alignment and Recognition for Cross-Lingual NLU | Apr 29, 2020 | Cross-Lingual TransferGoal-Oriented Dialog | CodeCode Available | 1 |
| Stacked DeBERT: All Attention in Incomplete Data for Text Classification | Jan 1, 2020 | AllChatbot | CodeCode Available | 1 |
| Interactive Classification by Asking Informative Questions | Nov 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| ConveRT: Efficient and Accurate Conversational Representations from Transformers | Nov 9, 2019 | Conversational Response Selectionintent-classification | CodeCode Available | 1 |
| Reconstructing Capsule Networks for Zero-shot Intent Classification | Nov 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| Benchmarking Natural Language Understanding Services for building Conversational Agents | Mar 13, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 |
| BERT for Joint Intent Classification and Slot Filling | Feb 28, 2019 | General Classificationintent-classification | CodeCode Available | 1 |
| Induction Networks for Few-Shot Text Classification | Feb 27, 2019 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 |
| Leveraging GANs for citation intent classification and its impact on citation network analysis | May 27, 2025 | Citation Intent Classificationintent-classification | CodeCode Available | 0 |
| Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction | May 24, 2025 | intent-classificationIntent Classification | —Unverified | 0 |
| Intent Classification on Low-Resource Languages with Query Similarity Search | May 23, 2025 | ClassificationInformation Retrieval | —Unverified | 0 |
| In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification | Apr 30, 2025 | ClassificationIn-Context Learning | —Unverified | 0 |
| ConvoGen: Enhancing Conversational AI with Synthetic Data: A Multi-Agent Approach | Mar 21, 2025 | Conversation SummarizationFew-Shot Learning | —Unverified | 0 |
| Efficient Intent-Based Filtering for Multi-Party Conversations Using Knowledge Distillation from LLMs | Mar 21, 2025 | intent-classificationIntent Classification | —Unverified | 0 |
