Paper Review, Deep Learning, Rlhf, Llm, NLP.
biases. There is an inherent cost/quality tradeoff when collecting human feedback: The limited resources for data collection present a tradeoff between the quality of feedback and other factors like the inclusion of long conversations. This tradeoff often hampers the effectiveness of RLHF,