conftrace_

spoken language understanding

299 papers

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Also known as

SLU

Co-occurring keywords

slot filling (263) intent classification (372) automatic speech recognition (1774) speech recognition (1226) intent detection (190) transfer learning (5449) end-to-end learning (457) contrastive learning (4032) natural language understanding (846) zero-shot learning (3650)

Papers

SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? INTERSPEECH 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding INTERSPEECH 2023
Cross-Modal Semantic Alignment before Fusion for Two-Pass End-to-End Spoken Language Understanding INTERSPEECH 2023
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding ACL 2023
Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization ACL 2023
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home ACL 2023
Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios ACL 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
Improving End-to-End SLU performance with Prosodic Attention and Distillation INTERSPEECH 2023
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks ACL 2023
Efficient Adaptation of Spoken Language Understanding based on End-to-End Automatic Speech Recognition INTERSPEECH 2023
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding INTERSPEECH 2023
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training ACL 2023
DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages EMNLP 2023
I Learned Error, I Can Fix It! : A Detector-Corrector Structure for ASR Error Calibration INTERSPEECH 2023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding INTERSPEECH 2023
Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding INTERSPEECH 2023
C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding INTERSPEECH 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks INTERSPEECH 2023
DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System ACL 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding INTERSPEECH 2023
MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023
Toward Joint Language Modeling for Speech Units and Text EMNLP 2023