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Jessica Maria Echterhoff

2 accepted papers

2024

Cognitive Bias in Decision-Making with LLMs

EMNLP 2024finding

Large language models (LLMs) offer significant potential as tools to support an expanding range of decision-making tasks. Given their training on human (created) data, LLMs have been shown to inherit societal biases against protected groups, as well as be subject to bias functionally resembling cogn…

Cited by 22SourcePDFScholar
2024

MUSCLE: A Model Update Strategy for Compatible LLM Evolution

EMNLP 2024finding

Large Language Models (LLMs) are regularly updated to enhance performance, typically through changes in data or architecture. Within the update process, developers often prioritize improving overall performance metrics, paying less attention to maintaining compatibility with earlier model versions.…

Cited by 4SourcePDFScholar