Datasets › MRDA
MRDA (ICSI Meeting Recorder Dialog Act Corpus)
The MRDA corpus consists of about 75 hours of speech from 75 naturally-occurring meetings among 53 speakers. The tagset used for labeling is a modified version of the SWBD-DAMSL tagset. It is annotated with three types of information: marking of the dialogue act segment boundaries, marking of the dialogue acts and marking of correspondences between dialogue acts.
Description from NLP Progress
Benchmarks archive 2025-07-28
All 1 leaderboard 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 | ||||
|---|---|---|---|---|---|---|
| Dialogue Act Classification | ICSI Meeting Recorder Dialog Act (MRDA) corpus | Pretrained Hierarchical Transformer Accuracy 92.4 | Hierarchical Pre-training for Sequence Labelling in Spoken Dialog | — | 8 | Compare |
Papers archive 2025-07-28
8 shown of 8 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 8. 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 | |||
|---|---|---|---|---|
| Hierarchical Fusion for Online Multimodal Dialog Act Classification | 1 | 1 | 8 Dec 2023 | not harvested |
| Speaker Turn Modeling for Dialogue Act Classification | 1 | 1 | 10 Sep 2021 | not harvested |
| Hierarchical Pre-training for Sequence Labelling in Spoken Dialog | 0 | 1 | 23 Sep 2020 | not harvested |
| Guiding attention in Sequence-to-sequence models for Dialogue Act prediction | 1 | 1 | 20 Feb 2020 | not harvested |
| Dialogue Act Classification with Context-Aware Self-Attention | 1 | 1 | 4 Apr 2019 | not harvested |
| Self-Governing Neural Networks for On-Device Short Text Classification | 1 | 1 | 1 Oct 2018 | not harvested |
| Dialogue Act Recognition via CRF-Attentive Structured Network | 0 | 1 | 15 Nov 2017 | not harvested |
| Dialogue Act Sequence Labeling using Hierarchical encoder with CRF | 3 | 1 | 13 Sep 2017 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
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
Languages archive 2025-07-28
Variants archive 2025-07-28
- ICSI Meeting Recorder Dialog Act (MRDA) corpus
- MRDA
2 variant names, as the archive lists them.
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