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Models/vONTSS

vONTSS

Reported on 12 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Natural Language Processing8 results

  • Text ClassificationonAG News
    C_v· 2023-07-03
    0.49
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Text ClassificationonAG News
    NPMI· 2023-07-03
    0.054
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Text Classificationon20NewsGroups
    C_v· 2023-07-03
    0.69
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Text ClassificationonAgNews
    C_v· 2023-07-03
    0.49
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Topic ModelsonAG News
    C_v· 2023-07-03
    0.49
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Topic ModelsonAG News
    NPMI· 2023-07-03
    0.054
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Topic Modelson20NewsGroups
    C_v· 2023-07-03
    0.69
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Topic ModelsonAgNews
    C_v· 2023-07-03
    0.49
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226

Methodology4 results

  • ClassificationonAG News
    C_v· 2023-07-03
    0.49
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • ClassificationonAG News
    NPMI· 2023-07-03
    0.054
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • Classificationon20NewsGroups
    C_v· 2023-07-03
    0.69
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226
  • ClassificationonAgNews
    C_v· 2023-07-03
    0.49
    SOTA
    vONTSS: vMF based semi-supervised neural topic modeling with optimal transportarXiv:2307.01226