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Intent Classification

514 directly classified papers

Papers per year

Papers

Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems INTERSPEECH 2022
TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022
Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
New Intent Discovery with Pre-training and Contrastive Learning ACL 2022
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL 2022
Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms NAACL 2022
Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection IJCAI 2022
On joint training with interfaces for spoken language understanding INTERSPEECH 2022
A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) AAAI 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022
STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach AAAI 2022
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022
Annotating Targets of Toxic Language at the Span Level COLING 2022
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection NAACL 2022
Building Korean Linguistic Resource for NLU Data Generation of Banking App CS Dialog System COLING 2022
Deliberation Model for On-Device Spoken Language Understanding INTERSPEECH 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models ACL 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection COLING 2022
A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022
Controlled Data Generation via Insertion Operations for NLU NAACL 2022