TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Neural belief tracker

Neural belief tracker

Reported on 7 benchmarks across 1 task · 1 paper · 7 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Speech7 results

  • DialogueonSecond dialogue state tracking challenge
    Area· 2016-06-12
    90
    best: 92 (RNN)
    SOTA
    Neural Belief Tracker: Data-Driven Dialogue State TrackingarXiv:1606.03777
  • DialogueonSecond dialogue state tracking challenge
    Food· 2016-06-12
    84
    best: 86 (RNN)
    SOTA
    Neural Belief Tracker: Data-Driven Dialogue State TrackingarXiv:1606.03777
  • DialogueonSecond dialogue state tracking challenge
    Joint· 2016-06-12
    73.4
    best: 85 (Seq2Seq-DU-w/oSchema)
    SOTA
    Neural Belief Tracker: Data-Driven Dialogue State TrackingarXiv:1606.03777
  • DialogueonSecond dialogue state tracking challenge
    Price· 2016-06-12
    94
    SOTA
    Neural Belief Tracker: Data-Driven Dialogue State TrackingarXiv:1606.03777
  • DialogueonSecond dialogue state tracking challenge
    Request· 2016-06-12
    96.5
    best: 97.5 (Zhong et al.)
    SOTA
    Neural Belief Tracker: Data-Driven Dialogue State TrackingarXiv:1606.03777
  • DialogueonWizard-of-Oz
    Joint· 2016-06-12
    84.4
    best: 91.37 (AG-DST)
    SOTA
    Neural Belief Tracker: Data-Driven Dialogue State TrackingarXiv:1606.03777
  • DialogueonWizard-of-Oz
    Request· 2016-06-12
    96.5
    best: 97.6 (BERT-based tracker)
    SOTA
    Neural Belief Tracker: Data-Driven Dialogue State TrackingarXiv:1606.03777