Datasets › SLURP
SLURP (Spoken Language Understanding Resource Package)
A new challenging dataset in English spanning 18 domains, which is substantially bigger and linguistically more diverse than existing datasets.
Source: SLURP: A Spoken Language Understanding Resource Package
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Intent Classification | SLURP | TDT 0-8 Accuracy (%) 90.07 | Efficient Sequence Transduction by Jointly Predicting... | NVIDIA/NeMo +3 | 5 | Compare |
| Slot Filling | SLURP | TDT 0-6 F1 0.8061 | Efficient Sequence Transduction by Jointly Predicting... | NVIDIA/NeMo +3 | 5 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 106. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Efficient Sequence Transduction by Jointly Predicting Tokens and Durations | 4 | 2 | 13 Apr 2023 | ran 1 of 2 samples (1 unverified) |
| Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models | 2 | 4 | 29 Jun 2022 | not harvested |
| A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding | 0 | 2 | 4 Nov 2021 | not harvested |
| SLURP: A Spoken Language Understanding Resource Package | 1 | 2 | 26 Nov 2020 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
Variants archive 2025-07-28
- SLURP
1 variant name, as the archive lists them.
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