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Spoken Language Understanding

38 papers

Papers per year

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Papers

Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding ACL 2024
Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training EACL 2024
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding EMNLP 2024
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding AAAI 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks ACL 2023
Toward Interactive Dictation ACL 2023
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios ACL 2023
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding INTERSPEECH 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding INTERSPEECH 2023
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots ACL 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs EMNLP 2022
Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence EMNLP 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022
Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions EMNLP 2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding INTERSPEECH 2022
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping ACL 2021
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding EMNLP 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021