Rank4Gen: RAG-Preference-Aligned Document Set Selection and Ranking
Fuente:
arXiv
Saved in:
| Main Authors: | Fan, Yongqi, Chu, Yuxiang, Xia, Zhentao, Chen, Xiaoyang, Liu, Jie, Liang, Haijin, Ma, Jin, He, Ben, Sun, Yingfei, Ye, Dezhi, Ruan, Tong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
by: Fan, Yongqi, et al.
Published: (2025)
by: Fan, Yongqi, et al.
Published: (2025)
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking
by: Ye, Dezhi, et al.
Published: (2024)
by: Ye, Dezhi, et al.
Published: (2024)
Aligning Web Query Generation with Ranking Objectives via Direct Preference Optimization
by: Coelho, João, et al.
Published: (2025)
by: Coelho, João, et al.
Published: (2025)
HeadRank: Decoding-Free Passage Reranking via Preference-Aligned Attention Heads
by: Wang, Juyuan, et al.
Published: (2026)
by: Wang, Juyuan, et al.
Published: (2026)
SumRank: Aligning Summarization Models for Long-Document Listwise Reranking
by: Feng, Jincheng, et al.
Published: (2026)
by: Feng, Jincheng, et al.
Published: (2026)
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval
by: Yu, Shi, et al.
Published: (2023)
by: Yu, Shi, et al.
Published: (2023)
Rank, Don't Generate: Statement-level Ranking for Explainable Recommendation
by: Kabongo, Ben, et al.
Published: (2026)
by: Kabongo, Ben, et al.
Published: (2026)
RankGR: Rank-Enhanced Generative Retrieval with Listwise Direct Preference Optimization in Recommendation
by: Fu, Kairui, et al.
Published: (2026)
by: Fu, Kairui, et al.
Published: (2026)
Shifting from Ranking to Set Selection for Retrieval Augmented Generation
by: Lee, Dahyun, et al.
Published: (2025)
by: Lee, Dahyun, et al.
Published: (2025)
Recency Ranking by Diversification of Result Set
by: Styskin, Andrey, et al.
Published: (2024)
by: Styskin, Andrey, et al.
Published: (2024)
JointRank: Rank Large Set with Single Pass
by: Dedov, Evgeny
Published: (2025)
by: Dedov, Evgeny
Published: (2025)
QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort
by: Gopalakrishnan, Sriram, et al.
Published: (2025)
by: Gopalakrishnan, Sriram, et al.
Published: (2025)
Rank-Preference Consistency as the Appropriate Metric for Recommender Systems
by: Nguyen, Tung, et al.
Published: (2024)
by: Nguyen, Tung, et al.
Published: (2024)
REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking
by: Wang, Pinhuan, et al.
Published: (2025)
by: Wang, Pinhuan, et al.
Published: (2025)
SP-Rank: A Dataset for Ranked Preferences with Secondary Information
by: Hosseini, Hadi, et al.
Published: (2025)
by: Hosseini, Hadi, et al.
Published: (2025)
Beyond Ranked Lists: The SARAL Framework for Cross-Lingual Document Set Retrieval
by: Agarwal, Shantanu, et al.
Published: (2025)
by: Agarwal, Shantanu, et al.
Published: (2025)
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
by: Yu, Yue, et al.
Published: (2024)
by: Yu, Yue, et al.
Published: (2024)
K-order Ranking Preference Optimization for Large Language Models
by: Cai, Shihao, et al.
Published: (2025)
by: Cai, Shihao, et al.
Published: (2025)
AlignPxtr: Aligning Predicted Behavior Distributions for Bias-Free Video Recommendations
by: Lin, Chengzhi, et al.
Published: (2025)
by: Lin, Chengzhi, et al.
Published: (2025)
RankMixer: Scaling Up Ranking Models in Industrial Recommenders
by: Zhu, Jie, et al.
Published: (2025)
by: Zhu, Jie, et al.
Published: (2025)
Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
by: Lu, Xuan, et al.
Published: (2025)
by: Lu, Xuan, et al.
Published: (2025)
BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination
by: Abdallah, Abdelrahman, et al.
Published: (2026)
by: Abdallah, Abdelrahman, et al.
Published: (2026)
RankMamba: Benchmarking Mamba's Document Ranking Performance in the Era of Transformers
by: Xu, Zhichao
Published: (2024)
by: Xu, Zhichao
Published: (2024)
Query Exposure Prediction for Groups of Documents in Rankings
by: Jaenich, Thomas, et al.
Published: (2024)
by: Jaenich, Thomas, et al.
Published: (2024)
MERIT: A Merchant Incentive Ranking Model for Hotel Search & Ranking
by: Quan, Shigang, et al.
Published: (2025)
by: Quan, Shigang, et al.
Published: (2025)
UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems
by: Xu, Zhengrui, et al.
Published: (2025)
by: Xu, Zhengrui, et al.
Published: (2025)
Constructing Set-Compositional and Negated Representations for First-Stage Ranking
by: Krasakis, Antonios Minas, et al.
Published: (2025)
by: Krasakis, Antonios Minas, et al.
Published: (2025)
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task
by: Liu, Wenhan, et al.
Published: (2024)
by: Liu, Wenhan, et al.
Published: (2024)
Variational Bayesian Personalized Ranking
by: Liu, Bin, et al.
Published: (2025)
by: Liu, Bin, et al.
Published: (2025)
InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization
by: Jin, Jiarui, et al.
Published: (2024)
by: Jin, Jiarui, et al.
Published: (2024)
Detecting Privileged Documents by Ranking Connected Network Entities
by: Zhang, Jianping, et al.
Published: (2025)
by: Zhang, Jianping, et al.
Published: (2025)
Weighted KL-Divergence for Document Ranking Model Refinement
by: Yang, Yingrui, et al.
Published: (2024)
by: Yang, Yingrui, et al.
Published: (2024)
Rethinking Multi-objective Ranking Ensemble in Recommender System: From Score Fusion to Rank Consistency
by: Xia, Boyang, et al.
Published: (2026)
by: Xia, Boyang, et al.
Published: (2026)
OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment
by: Deng, Jiaxin, et al.
Published: (2025)
by: Deng, Jiaxin, et al.
Published: (2025)
Mitigating Preference Leakage via Strict Estimator Separation for Normative Generative Ranking
by: Nahhas, Dalia, et al.
Published: (2026)
by: Nahhas, Dalia, et al.
Published: (2026)
RankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback
by: Abdallah, Abdelrahman, et al.
Published: (2025)
by: Abdallah, Abdelrahman, et al.
Published: (2025)
DSFNet: Learning Disentangled Scenario Factorization for Multi-Scenario Route Ranking
by: Yu, Jiahao, et al.
Published: (2024)
by: Yu, Jiahao, et al.
Published: (2024)
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation
by: Tan, Xingwei, et al.
Published: (2024)
by: Tan, Xingwei, et al.
Published: (2024)
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy
by: Chen, Yiqun, et al.
Published: (2024)
by: Chen, Yiqun, et al.
Published: (2024)
RaFe: Ranking Feedback Improves Query Rewriting for RAG
by: Mao, Shengyu, et al.
Published: (2024)
by: Mao, Shengyu, et al.
Published: (2024)
Similar Items
-
TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
by: Fan, Yongqi, et al.
Published: (2025) -
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking
by: Ye, Dezhi, et al.
Published: (2024) -
Aligning Web Query Generation with Ranking Objectives via Direct Preference Optimization
by: Coelho, João, et al.
Published: (2025) -
HeadRank: Decoding-Free Passage Reranking via Preference-Aligned Attention Heads
by: Wang, Juyuan, et al.
Published: (2026) -
SumRank: Aligning Summarization Models for Long-Document Listwise Reranking
by: Feng, Jincheng, et al.
Published: (2026)