conftrace_

intent classification

372 papers

Explore in graph

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

EmpHi: Generating Empathetic Responses with Human-like Intents NAACL 2022
Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants EMNLP 2022
Distilling Multilingual Transformers into CNNs for Scalable Intent Classification EMNLP 2022
Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022
Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System ACL 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
TamilATIS: Dataset for Task-Oriented Dialog in Tamil ACL 2022
Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture NAACL 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model COLING 2022
Multitask Learning for Low Resource Spoken Language Understanding INTERSPEECH 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
Label Errors in BANKING77 ACL 2022
Towards Multi-label Unknown Intent Detection COLING 2022
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding AAAI 2022
Local-to-global learning for iterative training of production SLU models on new features NAACL 2022
MuiDial: Improving Dialogue Disentanglement with Intent-Based Mutual Learning IJCAI 2022
Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022
Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets AACL 2022
Benchmarking Language-agnostic Intent Classification for Virtual Assistant Platforms NAACL 2022
A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings COLING 2022