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Models/NSTM

NSTM

Reported on 9 benchmarks across 3 tasks · 1 paper

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

Natural Language Processing6 results

  • Text ClassificationonAG News
    C_v· 2020-08-12
    0.37
    best: 0.49 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537
  • Text ClassificationonAG News
    NPMI· 2020-08-12
    -0.04
    best: 0.054 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537
  • Text Classificationon20NewsGroups
    C_v· 2020-08-12
    0.38
    best: 0.69 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537
  • Topic ModelsonAG News
    C_v· 2020-08-12
    0.37
    best: 0.49 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537
  • Topic ModelsonAG News
    NPMI· 2020-08-12
    -0.04
    best: 0.054 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537
  • Topic Modelson20NewsGroups
    C_v· 2020-08-12
    0.38
    best: 0.69 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537

Methodology3 results

  • ClassificationonAG News
    C_v· 2020-08-12
    0.37
    best: 0.49 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537
  • ClassificationonAG News
    NPMI· 2020-08-12
    -0.04
    best: 0.054 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537
  • Classificationon20NewsGroups
    C_v· 2020-08-12
    0.38
    best: 0.69 (vONTSS)
    Neural Topic Model via Optimal TransportarXiv:2008.13537