ASM2 feedback#

  • highest: 24.1

  • avg: 78.84%

  • Top10%: 92%

  • best report: 12.8

  • our score: 22.6 (90%)

Domain shift..??

Winning teams#

  • [two-phased classification: first classify domain, then use different models to predict class]

  • [two-phased classification]

  • [multiclass classification using different models]

Common issues:#

  • No citations or incorrect formatting.

  • Use of zero-padding (token at zero index is used for unknown words).

  • Not reporting results for simpler / baseline methods (aids interpretability).

  • No discussion of hyperparameter tuning.

  • No data analysis / discussion. Not discussing domain shift or class imbalance issues.

  • Note: Plots or tables can help to provide clarity and structure.