AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey resource
A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards. observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3046
- days_rel: n/a
- days_push: 1394
- n_releases_24m: 0
Adoption not part of the score
1238 stars · 208 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated survey of datasets and methods for task-oriented dialogue research, summarizing dataset details, download links, and SOTA leaderboards. It serves as a reference catalog for researchers tracking progress in dialogue state tracking and related NLU tasks.
Use cases
- find datasets for task-oriented dialogue research
- check SOTA results on MultiWOZ dialogue state tracking
- compare dialogue datasets by size and domain
- get started with task-oriented dialogue research
- find benchmark leaderboards for dialogue systems
- cite a survey of dialogue datasets in a paper
When to choose
- you need an overview of available task-oriented dialogue datasets
- you want to see recent SOTA results before starting a dialogue project
- you are surveying the field for a literature review
When to avoid
- you need runnable dialogue system code or models
- you need a continuously updated leaderboard with live results
- you need production chatbot tooling
Facets
learning-resource · maturity maintenance
nlp chatbot documentation artificial-intelligence chatbots tutorials awesome-lists cross-platform task-oriented-dialogue survey datasets leaderboards dialogue-state-tracking research natural-language-processing
1 source
- readme: https://github.com/AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey · fetched 2026-08-28 · 13c81e86b513
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem