| 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 |
