When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization
Faisal Ladhak, Esin Durmus, Mirac Süzgün, Tianyi Zhang, Dan Jurafsky, Kathleen McKeown, Tatsunori Hashimoto
Abstract
Faisal Ladhak, Esin Durmus, Mirac Suzgun, Tianyi Zhang, Dan Jurafsky, Kathleen McKeown, Tatsunori Hashimoto. Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. 2023.
Topics & Concepts
Automatic summarizationDownstream (manufacturing)Computer scienceZhàngNatural language processingArtificial intelligenceTraining (meteorology)Association (psychology)Data sciencePsychologyEngineeringHistoryChinaGeographyArchaeologyPsychotherapistOperations managementMeteorologyTopic ModelingNatural Language Processing TechniquesAdvanced Text Analysis Techniques