Emnlp 2024 Best Paper. In this paper, we revisit sft in the context of preference alignment, emphasizing that a minor penalty for the disfavored style is sufficient for preference alignment. Paper digest team analyzes all papers published on emnlp in the past years, and presents the 15 most influential papers for each year.
The paper tackles key challenges in large language models (llms), such as enhancing reasoning reliability and efficiency. Anshuman suri and pratyush maini wrote a blog about the emnlp 2024 best paper award winner: