Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights GenerationGeorge KourMarcel Zalmanoviciet al.2022AAAI 2022
Text Augmentation Using Dataset Reconstruction for Low-Resource ClassificationAdir RahamimGuy Uzielet al.2023ACL 2023
We’ve had this conversation before: A Novel Approach to Measuring Dialog SimilarityOfer LaviElla Rabinovichet al.2021EMNLP 2021
Predicting Question-Answering Performance of Large Language Models through Semantic ConsistencyElla RabinovichSamuel Ackermanet al.2023EMNLP 2023
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text CorporaGeorge KourSamuel Ackermanet al.2022EMNLP 2022
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial ScenariosSamuel AckermanElla Rabinovichet al.2024EMNLP 2024