Aligning Web Query Generation with Ranking Objectives via Direct Preference Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Coelho, João, Martins, Bruno, Magalhães, João, Xiong, Chenyan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval
by: Coelho, João, et al.
Published: (2024)
by: Coelho, João, et al.
Published: (2024)
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research
by: Coelho, João, et al.
Published: (2025)
by: Coelho, João, et al.
Published: (2025)
Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests
by: Ning, Jingjie, et al.
Published: (2026)
by: Ning, Jingjie, et al.
Published: (2026)
What Generative Search Engines Like and How to Optimize Web Content Cooperatively
by: Wu, Yujiang, et al.
Published: (2025)
by: Wu, Yujiang, et al.
Published: (2025)
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)
Rank4Gen: RAG-Preference-Aligned Document Set Selection and Ranking
by: Fan, Yongqi, et al.
Published: (2026)
by: Fan, Yongqi, 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)
Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization
by: Tajiri, Manato, et al.
Published: (2025)
by: Tajiri, Manato, et al.
Published: (2025)
Aligning Multimodal Sequential Recommendations via Robust Direct Preference Optimization with Sparse MoE
by: Huang, Hejin, et al.
Published: (2026)
by: Huang, Hejin, et al.
Published: (2026)
Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignment
by: Yuan, Kai, et al.
Published: (2026)
by: Yuan, Kai, et al.
Published: (2026)
Interpret and Control Dense Retrieval with Sparse Latent Features
by: Kang, Hao, et al.
Published: (2024)
by: Kang, Hao, et al.
Published: (2024)
HeadRank: Decoding-Free Passage Reranking via Preference-Aligned Attention Heads
by: Wang, Juyuan, et al.
Published: (2026)
by: Wang, Juyuan, et al.
Published: (2026)
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)
K-order Ranking Preference Optimization for Large Language Models
by: Cai, Shihao, et al.
Published: (2025)
by: Cai, Shihao, et al.
Published: (2025)
Direct Preference Optimization for LLM-Enhanced Recommendation Systems
by: Sun, Chao, et al.
Published: (2024)
by: Sun, Chao, et al.
Published: (2024)
LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation
by: Xin, Haidong, et al.
Published: (2025)
by: Xin, Haidong, et al.
Published: (2025)
Enhancing Dense Retrievers' Robustness with Group-level Reweighting
by: Han, Peixuan, et al.
Published: (2023)
by: Han, Peixuan, et al.
Published: (2023)
Real-Time Trend Prediction via Continually-Aligned LLM Query Generation
by: Hui, Zijing, et al.
Published: (2026)
by: Hui, Zijing, et al.
Published: (2026)
Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation
by: Zhao, Chu, et al.
Published: (2026)
by: Zhao, Chu, et al.
Published: (2026)
TPMM-DPO: Trajectory-aware Preference-guided Model Merging for Iterative Direct Preference Optimization
by: Fu, Lingling, et al.
Published: (2026)
by: Fu, Lingling, et al.
Published: (2026)
ResearchArena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents
by: Kang, Hao, et al.
Published: (2024)
by: Kang, Hao, et al.
Published: (2024)
Aligned Query Expansion: Efficient Query Expansion for Information Retrieval through LLM Alignment
by: Yang, Adam, et al.
Published: (2025)
by: Yang, Adam, et al.
Published: (2025)
Query Exposure Prediction for Groups of Documents in Rankings
by: Jaenich, Thomas, et al.
Published: (2024)
by: Jaenich, Thomas, et al.
Published: (2024)
Meta Learning to Rank for Sparsely Supervised Queries
by: Wu, Xuyang, et al.
Published: (2024)
by: Wu, Xuyang, et al.
Published: (2024)
On Softmax Direct Preference Optimization for Recommendation
by: Chen, Yuxin, et al.
Published: (2024)
by: Chen, Yuxin, et al.
Published: (2024)
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)
CaliCausalRank: Calibrated Multi-Objective Ad Ranking with Robust Counterfactual Utility Optimization
by: Yang, Xikai, et al.
Published: (2026)
by: Yang, Xikai, et al.
Published: (2026)
CTR-Driven Ad Text Generation via Online Feedback Preference Optimization
by: Chen, Yanda, et al.
Published: (2025)
by: Chen, Yanda, et al.
Published: (2025)
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract)
by: Li, Yuchen, et al.
Published: (2024)
by: Li, Yuchen, et al.
Published: (2024)
Optimizing Query Generation for Enhanced Document Retrieval in RAG
by: Koo, Hamin, et al.
Published: (2024)
by: Koo, Hamin, et al.
Published: (2024)
FashionDPO:Fine-tune Fashion Outfit Generation Model using Direct Preference Optimization
by: Yu, Mingzhe, et al.
Published: (2025)
by: Yu, Mingzhe, et al.
Published: (2025)
Enhancing Retrieval-Augmented Generation with Two-Stage Retrieval: FlashRank Reranking and Query Expansion
by: George, Sherine
Published: (2025)
by: George, Sherine
Published: (2025)
Leveraging Generative Models for Real-Time Query-Driven Text Summarization in Large-Scale Web Search
by: Xiong, Zeyu, et al.
Published: (2025)
by: Xiong, Zeyu, et al.
Published: (2025)
Rankformer: A Graph Transformer for Recommendation based on Ranking Objective
by: Chen, Sirui, et al.
Published: (2025)
by: Chen, Sirui, et al.
Published: (2025)
CWRCzech: 100M Query-Document Czech Click Dataset and Its Application to Web Relevance Ranking
by: Vonášek, Josef, et al.
Published: (2024)
by: Vonášek, Josef, et al.
Published: (2024)
Rank-Preference Consistency as the Appropriate Metric for Recommender Systems
by: Nguyen, Tung, et al.
Published: (2024)
by: Nguyen, Tung, et al.
Published: (2024)
HiGR: Efficient Generative Slate Recommendation via Hierarchical Planning and Multi-Objective Preference Alignment
by: Pang, Yunsheng, et al.
Published: (2025)
by: Pang, Yunsheng, et al.
Published: (2025)
MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin
by: Zhou, Tianshuo, et al.
Published: (2023)
by: Zhou, Tianshuo, et al.
Published: (2023)
Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search
by: Mo, Fengran, et al.
Published: (2024)
by: Mo, Fengran, et al.
Published: (2024)
RLPO: Residual Listwise Preference Optimization for Long-Context Review Ranking
by: Jiang, Hao, et al.
Published: (2026)
by: Jiang, Hao, et al.
Published: (2026)
Similar Items
-
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval
by: Coelho, João, et al.
Published: (2024) -
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research
by: Coelho, João, et al.
Published: (2025) -
Agentic Search in the Wild: Intents and Trajectory Dynamics from 14M+ Real Search Requests
by: Ning, Jingjie, et al.
Published: (2026) -
What Generative Search Engines Like and How to Optimize Web Content Cooperatively
by: Wu, Yujiang, et al.
Published: (2025) -
RankGR: Rank-Enhanced Generative Retrieval with Listwise Direct Preference Optimization in Recommendation
by: Fu, Kairui, et al.
Published: (2026)