| Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? | May 22, 2025 | Information RetrievalPassage Reranking | —Unverified | 0 |
| Rank-K: Test-Time Reasoning for Listwise Reranking | May 20, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs | Apr 5, 2025 | Information RetrievalPassage Reranking | —Unverified | 0 |
| Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval | Oct 24, 2024 | Information RetrievalPassage Reranking | —Unverified | 0 |
| Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models | Jun 21, 2024 | Learning-To-RankPassage Ranking | CodeCode Available | 2 |
| Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models | May 31, 2024 | Open-Domain Question AnsweringPassage Reranking | CodeCode Available | 0 |
| TWOLAR: a TWO-step LLM-Augmented distillation method for passage Reranking | Mar 26, 2024 | DiversityPassage Reranking | CodeCode Available | 0 |
| InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models | Mar 25, 2024 | Instruction FollowingPassage Reranking | CodeCode Available | 0 |
| EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models | Feb 16, 2024 | Passage RerankingReranking | CodeCode Available | 0 |
| Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models | Oct 11, 2023 | Passage RerankingReranking | CodeCode Available | 1 |
