| A Contrastive Learning Approach to Mitigate Bias in Speech Models | Jun 20, 2024 | Contrastive LearningSpoken Language Understanding | CodeCode Available | 0 |
| Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model | Jun 18, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding | Jun 17, 2024 | Self-Supervised LearningSpoken Language Understanding | —Unverified | 0 |
| CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding | Jun 15, 2024 | Intent Detectionslot-filling | —Unverified | 0 |
| On the Evaluation of Speech Foundation Models for Spoken Language Understanding | Jun 14, 2024 | BenchmarkingPrediction | —Unverified | 0 |
| DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding | Jun 13, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding | Jun 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning | May 31, 2024 | Contrastive LearningIntent Detection | —Unverified | 0 |
| Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding | May 23, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| MSNER: A Multilingual Speech Dataset for Named Entity Recognition | May 19, 2024 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants | May 14, 2024 | Automatic Speech RecognitionDiversity | —Unverified | 0 |
| HC^2L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding | May 10, 2024 | Contrastive LearningSpoken Language Understanding | —Unverified | 0 |
| Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training | Apr 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Modeling Output-Level Task Relatedness in Multi-Task Learning with Feedback Mechanism | Apr 1, 2024 | Multi-Task LearningSpoken Language Understanding | —Unverified | 0 |
| New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark | Mar 28, 2024 | intent-classificationIntent Classification | CodeCode Available | 0 |
| Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction | Mar 24, 2024 | Intent Detectionslot-filling | CodeCode Available | 0 |
| Privacy-Preserving End-to-End Spoken Language Understanding | Mar 22, 2024 | Privacy Preservingspeech-recognition | —Unverified | 0 |
| Do Large Language Model Understand Multi-Intent Spoken Language ? | Mar 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| What has LeBenchmark Learnt about French Syntax? | Mar 4, 2024 | Automatic Speech Recognitionspeech-recognition | —Unverified | 0 |
| A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames | Feb 28, 2024 | DecoderGraph Attention | CodeCode Available | 0 |
| Evaluating and Improving Continual Learning in Spoken Language Understanding | Feb 16, 2024 | Continual LearningSpoken Language Understanding | —Unverified | 0 |
| The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese | Feb 12, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Integrating Self-supervised Speech Model with Pseudo Word-level Targets from Visually-grounded Speech Model | Feb 8, 2024 | modelSpoken Language Understanding | —Unverified | 0 |
| Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding | Feb 6, 2024 | Graph AttentionSpoken Language Understanding | CodeCode Available | 0 |
| Learning Semantic Information from Raw Audio Signal Using Both Contextual and Phonetic Representations | Feb 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
