conftrace_

intent classification

372 papers

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Also known as

IC

Co-occurring keywords

dialogue system (1667) spoken language understanding (299) slot filling (263) text classification (6793) large language model (13587) natural language understanding (846) few-shot learning (3398) data augmentation (3052) named entity recognition (2813) task-oriented dialogue (326)

Papers

Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020
Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems COLING 2020
Attentively Embracing Noise for Robust Latent Representation in BERT COLING 2020
Improving Sequence-to-Sequence Semantic Parser for Task Oriented Dialog EMNLP 2020
Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding INTERSPEECH 2020
Augmented Natural Language for Generative Sequence Labeling EMNLP 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU EMNLP 2020
End-to-End Neural Transformer Based Spoken Language Understanding INTERSPEECH 2020
Fine-Grained Sentence Functions for Short-Text Conversation ACL 2019
Rationally Reappraising ATIS-based Dialogue Systems ACL 2019
Commonsense inference in human-robot communication EMNLP 2019
Zero Shot Intent Classification Using Long-Short Term Memory Networks INTERSPEECH 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots IJCNLP 2019
Structural Scaffolds for Citation Intent Classification in Scientific Publications NAACL 2019
Fermi at SemEval-2019 Task 8: An elementary but effective approach to Question Discernment in Community QA Forums SEMEVAL 2019
Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning INTERSPEECH 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots EMNLP 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction EMNLP 2019
Cross-lingual intent classification in a low resource industrial setting EMNLP 2019
SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems CONLL 2019
Metric Learning for Dynamic Text Classification EMNLP 2019
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents EMNLP 2019
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation NAACL 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification IJCNLP 2019
Ultra-Compact NLU: Neuronal Network Binarization as Regularization INTERSPEECH 2019