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Intent Classification

516 papers

Papers per year

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Papers

IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023
ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic EMNLP 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti EMNLP 2023
RankAug: Augmented data ranking for text classification EMNLP 2023
In-Context Learning for Text Classification with Many Labels EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
DetermiNet: A Large-Scale Diagnostic Dataset for Complex Visually-Grounded Referencing using Determiners ICCV 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation ICML 2023
Exploring Multilingual Intent Dynamics and Applications IJCAI 2023
Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets INTERSPEECH 2023
Compositional Generalization in Spoken Language Understanding INTERSPEECH 2023
Sampling bias in NLU models: Impact and Mitigation INTERSPEECH 2023
5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair INTERSPEECH 2023
WhiSLU: End-to-End Spoken Language Understanding with Whisper INTERSPEECH 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding INTERSPEECH 2023
ConvKT: Conversation-Level Knowledge Transfer for Context Aware End-to-End Spoken Language Understanding INTERSPEECH 2023
ITALIC: An Italian Intent Classification Dataset INTERSPEECH 2023
Discrimination of the Different Intents Carried by the Same Text Through Integrating Multimodal Information INTERSPEECH 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023
Cross-lingual/Cross-channel Intent Detection in Contact-Center Conversations INTERSPEECH 2023
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022
STEPS: Semantic Typing of Event Processes with a Sequence-to-Sequence Approach AAAI 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022