FIRST: Faster Improved Listwise Reranking with Single Token Decoding

Revanth Gangi Reddy, JaeHyeok Doo, Yifei Xu +4

Large Language Models (LLMs) have significantly advanced the field of information retrieval, particularly for reranking. Listwise LLM rerankers have showcased superior performance…