intent classification

Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets AACL 2022 CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022 Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022 Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022 Controlled Data Generation via Insertion Operations for NLU NAACL 2022 Cross-lingual transfer for low-resource Arabic language understanding EMNLP 2022 Data Augmentation for Intent Classification with Off-the-shelf Large Language Models ACL 2022 Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning EMNLP 2022 Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022 Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants EMNLP 2022 DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022 Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022 Dynamic Context Extraction for Citation Classification AACL 2022 EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022 End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English EMNLP 2022 Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022 Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture NAACL 2022 Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022 GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022 Improving Spoken Language Understanding with Cross-Modal Contrastive Learning Interspeech 2022 Intent classification using pre-trained language agnostic embeddings for low resource languages Interspeech 2022 Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining NAACL 2022 KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022