ResearchBenchmarksCounterfactual Fairness on Counterfactual Open-Ended (Open-CF)Counterfactual Fairness on Counterfactual Open-Ended (Open-CF)Follow1.6Sentiment ParityGem-Fl-Lt-0.0640.3680.81.232Jul 15, 2024Evaluation resultsMethodMethodLinksSentiment ParityC-ROUGE-LC-BLEUC-Cosine SimilarityGem-Fl-LtModel=Gem-Fl-LtModel=Gem-Fl-Lt2024.071.623.49.751Gem-ProModel=Gem-ProModel=Gem-Pro2024.070.820.27.251Gem-FlModel=Gem-FlModel=Gem-Fl2024.070.6239.351.5GPT-4o-mModel=GPT-4o-mModel=GPT-4o-m2024.070.323.48.955GPT-4oModel=GPT-4oModel=GPT-4o2024.07028.612.656.8