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Intent Classification

514 directly classified papers

Papers per year

Papers

Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog Systems COLING 2020
End to End Binarized Neural Networks for Text Classification EMNLP 2020
Question-Driven Purchasing Propensity Analysis for Recommendation AAAI 2020
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement AAAI 2020
Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract) AAAI 2020
Federated Learning for Spoken Language Understanding COLING 2020
Using Alternate Representations of Text for Natural Language Understanding ACL 2020
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling ACL 2020
Learning to Identify Follow-Up Questions in Conversational Question Answering ACL 2020
Interactive Classification by Asking Informative Questions ACL 2020
SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling EMNLP 2020
Multi-Point Semantic Representation for Intent Classification AAAI 2020
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization AAAI 2020
Intent Detection with WikiHow AACL 2020
SLURP: A Spoken Language Understanding Resource Package EMNLP 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ACL 2020
STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ AACL 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey COLING 2020
Improving Spoken Language Understanding by Wisdom of Crowds COLING 2020
Syntactic Graph Convolutional Network for Spoken Language Understanding COLING 2020
A Taxonomy of Empathetic Response Intents in Human Social Conversations COLING 2020
Semantic Complexity in End-to-End Spoken Language Understanding INTERSPEECH 2020
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020