Aspect Sentiment Quad Prediction as Paraphrase Generation

Benchmark Model Rank Results
aspect-based-sentiment-analysis-absa-on-acosParaphrase#4F1 (Laptop): 43.51F1 (Restaurant): 61.16
aspect-based-sentiment-analysis-absa-on-acosTAS-BERT#6F1 (Laptop): 27.31F1 (Restaurant): 33.53
aspect-based-sentiment-analysis-absa-on-asqpParaphrase#5F1 (R15): 46.93F1 (R16): 57.93
aspect-based-sentiment-analysis-absa-on-asqpTAS-BRET#9F1 (R15): 34.78F1 (R16): 43.71
aspect-based-sentiment-analysis-absa-on-asteParaphrase#7F1 (L14): 61.13F1(R14): 72.03F1 (R15): 62.56F1 (R16): 71.70
aspect-based-sentiment-analysis-absa-on-tasdParaphrase#3F1 (R15): 63.06F1 (R16): 71.97
aspect-based-sentiment-analysis-absa-on-tasdTAS-BERT#7F1 (R15): 57.51F1 (R16): 65.89