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Intent Classification

514 directly classified papers

Papers per year

Papers

Joint Intent Detection and Entity Linking on Spatial Domain Queries EMNLP 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020
Multi-turn Response Selection using Dialogue Dependency Relations EMNLP 2020
Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020
Efficient Intent Detection with Dual Sentence Encoders ACL 2020
Augmented Natural Language for Generative Sequence Labeling EMNLP 2020
HINT3: Raising the bar for Intent Detection in the Wild EMNLP 2020
Two-level classification for dialogue act recognition in task-oriented dialogues COLING 2020
Intra-Correlation Encoding for Chinese Sentence Intention Matching COLING 2020
Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents ACL 2020
[RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ACL 2020
Transformer-Capsule Model for Intent Detection (Student Abstract) AAAI 2020
Automated Conversation Review to Surface Virtual Assistant Misunderstandings: Reducing Cost and Increasing Privacy AAAI 2020
Robot Object Retrieval with Contextual Natural Language Queries RSS 2020
Integrating the Application and Realization of Mandarin 3rd Tone Sandhi in the Resolution of Sentence Ambiguity INTERSPEECH 2020
Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation EMNLP 2020
Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives EMNLP 2020
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data EMNLP 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction IJCNLP 2019
Iterative Delexicalization for Improved Spoken Language Understanding INTERSPEECH 2019
Recognition of Intentions of Users’ Short Responses for Conversational News Delivery System INTERSPEECH 2019
Incremental processing of noisy user utterances in the spoken language understanding task EMNLP 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification EMNLP 2019