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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

github.com/AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey 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

Full methodology

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

Member repositories

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