← Applications
Natural Language Processing › Applications ›

Intent Classification

514 directly classified papers

Papers per year

Papers

Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches IJCNLP 2022
Building Vietnamese Conversational Smart Home Dataset and Natural Language Understanding Model INTERSPEECH 2022
Towards Automated Dialog Personalization using MBTI Personality Indicators INTERSPEECH 2022
Hierarchical Control of Situated Agents through Natural Language NAACL 2022
Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection NAACL 2022
“What makes a question inquisitive?” A Study on Type-Controlled Inquisitive Question Generation NAACL 2022
Machine Translation for Multilingual Intent Detection and Slots Filling EMNLP 2022
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022
Task-driven augmented data evaluation EMNLP 2022
Learning Better Intent Representations for Financial Open Intent Classification EMNLP 2022
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue NAACL 2022
When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022
Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets IJCNLP 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
Continual Few-shot Intent Detection COLING 2022
On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning NAACL 2022
CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems EMNLP 2022
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content EMNLP 2022
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022
Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering INTERSPEECH 2022