conftrace_

intent detection

190 papers

Explore in graph

Also known as

ID

Co-occurring keywords

slot filling (263) spoken language understanding (299) dialogue system (1667) few-shot learning (3398) natural language understanding (846) intent classification (372) cross-lingual transfer (1477) contrastive learning (4032) large language model (13587) task-oriented dialogue (326)

Papers

Findings of the VarDial Evaluation Campaign 2023 EACL 2023
SIDLR: Slot and Intent Detection Models for Low-Resource Language Varieties EACL 2023
Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection EMNLP 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations ACL 2023
Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning EMNLP 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs EMNLP 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning NAACL 2022
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization NAACL 2022
Towards Multi-label Unknown Intent Detection COLING 2022
Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection IJCAI 2022
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems INTERSPEECH 2022
Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection INTERSPEECH 2022
Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering INTERSPEECH 2022
From Disfluency Detection to Intent Detection and Slot Filling INTERSPEECH 2022
Does Utterance entails Intent?: Evaluating Natural Language Inference Based Setup for Few-Shot Intent Detection INTERSPEECH 2022
A Transformer-based Threshold-Free Framework for Multi-Intent NLU COLING 2022
Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling COLING 2022
Insurance Question Answering via Single-turn Dialogue Modeling COLING 2022
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022
Lightweight Transformers for Conversational AI NAACL 2022