Datasets › DSTC7 Task 1
DSTC7 Task 1 (Dialog System Technology Challenges Task 1)
The DSTC7 Task 1 dataset is a dataset and task for goal-oriented dialogue. The data originates from human-human conversations, which is built from online resources, specifically the Ubuntu Internet Relay Chat (IRC) channel and an Advising dataset from the University of Michigan.
Source: Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Image Source: https://www.aclweb.org/anthology/W19-4107.pdf
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 | ||||
|---|---|---|---|---|---|---|
| Conversational Response Selection | DSTC7 Ubuntu | Multi-context ConveRT 1-of-100 Accuracy 71.2% | ConveRT: Efficient and Accurate Conversational... | golsun/dialogrpt +4 | 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 12. 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 | |||
|---|---|---|---|---|
| ConveRT: Efficient and Accurate Conversational Representations from Transformers | 5 | 1 | 9 Nov 2019 | ran 0 of 9 samples (9 unverified) |
| Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring | 7 | 2 | 22 Apr 2019 | not harvested |
| Sequential Attention-based Network for Noetic End-to-End Response Selection | 4 | 1 | 9 Jan 2019 | not harvested |
| Building Sequential Inference Models for End-to-End Response Selection | 1 | 1 | 3 Dec 2018 | 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
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- DSTC7 Ubuntu
- DSTC7 Task 1
2 variant names, as the archive lists them.
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