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

RankAug: Augmented data ranking for text classification EMNLP 2023
Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ACL 2023
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models NIPS 2023
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary AAAI 2023
Sampling bias in NLU models: Impact and Mitigation INTERSPEECH 2023
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023
Reliable and Interpretable Drift Detection in Streams of Short Texts ACL 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting ACL 2023
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks AAAI 2023
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling ACL 2023
Novel Intent Detection and Active Learning Based Classification (Student Abstract) AAAI 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023
WhiSLU: End-to-End Spoken Language Understanding with Whisper INTERSPEECH 2023
ITALIC: An Italian Intent Classification Dataset INTERSPEECH 2023
Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023
A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting EMNLP 2023
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023
Towards Automated Dialog Personalization using MBTI Personality Indicators INTERSPEECH 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022
EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022
Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants EMNLP 2022