conftrace_

intent classification

372 papers

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Also known as

IC

Co-occurring keywords

dialogue system (1667) spoken language understanding (299) slot filling (263) text classification (6793) large language model (13587) natural language understanding (846) few-shot learning (3398) data augmentation (3052) named entity recognition (2813) task-oriented dialogue (326)

Papers

CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models AAAI 2024
MIPD: Exploring Manipulation and Intention In a Novel Corpus of Polish Disinformation EMNLP 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024
Building Conversational Artifacts to Enable Digital Assistant for APIs and RPAs AAAI 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues NAACL 2024
RASU: Retrieval Augmented Speech Understanding through Generative Modeling INTERSPEECH 2024
SemanticCuetSync at AraFinNLP2024: Classification of Cross-Dialect Intent in the Banking Domain using Transformers ACL 2024
MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024
Detecting Ambiguous Utterances in an Intelligent Assistant EMNLP 2024
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition NAACL 2024
Interpreting User Requests in the Context of Natural Language Standing Instructions NAACL 2024
Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios COLING 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024
Auto311: A Confidence-Guided Automated System for Non-emergency Calls AAAI 2024
LANID: LLM-assisted New Intent Discovery COLING 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark COLING 2024
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024
WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs NIPS 2024
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler COLING 2024