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

Adapting Long Context NLM for ASR Rescoring in Conversational Agents INTERSPEECH 2021
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding INTERSPEECH 2021
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding INTERSPEECH 2021
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training ACL 2021
Semi-supervised Interactive Intent Labeling NAACL 2021
Few-shot Intent Classification and Slot Filling with Retrieved Examples NAACL 2021
Example-Driven Intent Prediction with Observers NAACL 2021
Open Intent Extraction from Natural Language Interactions (Extended Abstract) IJCAI 2021
Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021
Adversarial Self-Supervised Learning for Out-of-Domain Detection NAACL 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems NAACL 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021
WikiTalkEdit: A Dataset for modeling Editors’ behaviors on Wikipedia NAACL 2021
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021
End-to-End Cross-Lingual Spoken Language Understanding Model with Multilingual Pretraining INTERSPEECH 2021
Paraphrase Label Alignment for Voice Application Retrieval in Spoken Language Understanding INTERSPEECH 2021
Learning to Classify Intents and Slot Labels Given a Handful of Examples ACL 2020
Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents ACL 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
Intra-Correlation Encoding for Chinese Sentence Intention Matching COLING 2020
Improving End-to-End Speech-to-Intent Classification with Reptile INTERSPEECH 2020
Accelerating Natural Language Understanding in Task-Oriented Dialog ACL 2020
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization AAAI 2020
Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces INTERSPEECH 2020