Image de couverture de livre

RankEvolve: Automating the Discovery of Retrieval Algorithms via LLM-Driven Evolution

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Nian, Jinming, Li, Fangchen, Park, Dae Hoon, Fang, Yi
Format:	Preprint
Publié:	2026
Sujets:	Information Retrieval Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions
par: Peng, Zhiyuan, et autres
Publié: (2024)

W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
par: Nian, Jinming, et autres
Publié: (2024)

Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback
par: Kim, Sein, et autres
Publié: (2026)

RRCM: Ranking-Driven Retrieval over Collaborative and Meta Memories for LLM Recommendation
par: Li, Shijun, et autres
Publié: (2026)

MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning
par: Tan, Jiejun, et autres
Publié: (2026)

A Survey of Retrieval Algorithms in Ad and Content Recommendation Systems
par: Zhao, Yu, et autres
Publié: (2024)

Retrieval-Feedback-Driven Distillation and Preference Alignment for Efficient LLM-based Query Expansion
par: Li, Minghan, et autres
Publié: (2026)

Centrality-aware Product Retrieval and Ranking
par: Saadany, Hadeel, et autres
Publié: (2024)

MADREC: A Multi-Aspect Driven LLM Agent for Explainable and Adaptive Recommendation
par: Park, Jiin, et autres
Publié: (2025)

HyST: LLM-Powered Hybrid Retrieval over Semi-Structured Tabular Data
par: Myung, Jiyoon, et autres
Publié: (2025)

GLIER: Generative Legal Inference and Evidence Ranking for Legal Case Retrieval
par: Li, Minghan, et autres
Publié: (2026)

Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation
par: Feng, Yifan, et autres
Publié: (2025)

Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking
par: Zhang, Yunyi, et autres
Publié: (2025)

Clue-RAG: Towards Accurate and Cost-Efficient Graph-based RAG via Multi-Partite Graph and Query-Driven Iterative Retrieval
par: Su, Yaodong, et autres
Publié: (2025)

The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking
par: Qian, Yaoyao, et autres
Publié: (2025)

Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking
par: Sager, Pascal J., et autres
Publié: (2025)

Quantifying Divergence in Inter-LLM Communication Through API Retrieval and Ranking
par: Al-Masri, Eyhab
Publié: (2026)

FRESCO: Benchmarking and Optimizing Re-rankers for Evolving Semantic Conflict in Retrieval-Augmented Generation
par: An, Sohyun, et autres
Publié: (2026)

ResRank: Unifying Retrieval and Listwise Reranking via End-to-End Joint Training with Residual Passage Compression
par: Ke, Xiaojie, et autres
Publié: (2026)

Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation
par: Ning, Liangbo, et autres
Publié: (2025)

SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering
par: Kang, Haoyu, et autres
Publié: (2024)

The Discovery Gap: How Product Hunt Startups Vanish in LLM Organic Discovery Queries
par: Sharma, Amit Prakash
Publié: (2026)

Optimizing Generative Ranking Relevance via Reinforcement Learning in Xiaohongshu Search
par: Zeng, Ziyang, et autres
Publié: (2025)

Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval
par: Hwang, Dae Yon, et autres
Publié: (2024)

Are All Genders Equal in the Eyes of Algorithms? -- Analysing Search and Retrieval Algorithms for Algorithmic Gender Fairness
par: Urchs, Stefanie, et autres
Publié: (2025)

Learning from Litigation: Graphs and LLMs for Retrieval and Reasoning in eDiscovery
par: Lahiri, Sounak, et autres
Publié: (2024)

Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering
par: Alawwad, Hessa, et autres
Publié: (2025)

HeadRank: Decoding-Free Passage Reranking via Preference-Aligned Attention Heads
par: Wang, Juyuan, et autres
Publié: (2026)

Contextual Dual Learning Algorithm with Listwise Distillation for Unbiased Learning to Rank
par: Yu, Lulu, et autres
Publié: (2024)

Accelerating Medical Knowledge Discovery through Automated Knowledge Graph Generation and Enrichment
par: Khalid, Mutahira, et autres
Publié: (2024)

StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization
par: Tang, Yiming, et autres
Publié: (2025)

Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation
par: Choi, Yejin, et autres
Publié: (2025)

ReBOL: Retrieval via Bayesian Optimization with Batched LLM Relevance Observations and Query Reformulation
par: Korikov, Anton, et autres
Publié: (2026)

Towards Trustworthy LLM-Based Recommendation via Rationale Integration
par: Park, Chung, et autres
Publié: (2025)

LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking
par: Zeng, Yifan, et autres
Publié: (2024)

LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding
par: Wu, Mingrui, et autres
Publié: (2024)

Guiding Retrieval using LLM-based Listwise Rankers
par: Rathee, Mandeep, et autres
Publié: (2025)

SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search
par: Shi, Xiaofeng, et autres
Publié: (2025)

AI Co-Scientist for Ranking: Discovering Novel Search Ranking Models alongside LLM-based AI Agents with Cloud Computing Access
par: Wu, Liwei, et autres
Publié: (2026)

Structure Guided Retrieval-Augmented Generation for Factual Queries
par: Xie, Miao, et autres
Publié: (2026)