Paper Review, Deep Learning, Rlhf, Llm, NLP.
especially in aligning the performance of LLMs in extended dialogues. Some ways to improve data quality include obtaining diverse, adversarial, and uncertain samples. Yet, these strategies have limitations. Active learning techniques often rely on unreliable prediction confidence heuristics. Tight