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Spoken Language Understanding

38 directly classified papers

Papers per year

Papers

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