Wang, Xuanhui
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1431 citations
Computer Science · #cs.CL #cs.AI
- Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
2023/06/30 by Zhen Qin, Rolf Jagerman, Qin, Zhen +21 · 1 voice · 98 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.IR #cs.LG
- RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses
2022/10/12 by Honglei Zhuang, Zhen Qin, Zhuang, Honglei +15 · 38 citations
Computer Science · #Topic Modeling #Text and Document Classification Technologies #Sentiment Analysis and Opinion Mining
- Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels
2023/10/21 by Honglei Zhuang, Zhen Qin, Zhuang, Honglei +10 · 26 citations
Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Text and Document Classification Technologies
- LiPO: Listwise Preference Optimization through Learning-to-Rank
2024/02/02 by Tianqi Liu, Zhen Qin, Liu, Tianqi +21 · 25 citations
Computer Science · #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Inference Scaling for Long-Context Retrieval Augmented Generation
2024/10/06 by Zhenrui Yue, Yue, Zhenrui, Honglei Zhuang +17 · 29 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Query Expansion by Prompting Large Language Models
2023/05/05 by Rolf Jagerman, Honglei Zhuang, Jagerman, Rolf +7 · 12 citations
Computer Science · #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Towards Disentangling Relevance and Bias in Unbiased Learning to Rank
2022/12/28 by Yunan Zhang, Le Yan, Zhang, Yunan +13 · 6 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Industrial Vision Systems and Defect Detection #Information Retrieval (cs.IR)
- PaRaDe: Passage Ranking using Demonstrations with Large Language Models
2023/10/22 by Andrew Drozdov, Honglei Zhuang, Drozdov, Andrew +19 · 1 voice · 4 citations
Computer Science · #Expert finding and Q&A systems #Natural Language Processing Techniques #Topic Modeling #cs.IR
- Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance
2022/11/02 by Aijun Bai, Rolf Jagerman, Bai, Aijun +14 · 3 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Mobile Crowdsensing and Crowdsourcing #Multi-Criteria Decision Making
- RD-Suite: A Benchmark for Ranking Distillation
2023/06/07 by Zhen Qin, Qin, Zhen, Rolf Jagerman +15 · 3 citations
Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Machine Learning and Algorithms
- Adapting Decoder-Based Language Models for Diverse Encoder Downstream Tasks
2025/03/04 by Suganthan, Paul, Moiseev, Fedor, Yan, Le +7 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing
2024/04/17 by Le Yan, Yan, Le, Zhen Qin +11 · 3 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- Learning List-Level Domain-Invariant Representations for Ranking
2022/12/21 by Ruicheng Xian, Honglei Zhuang, Xian, Ruicheng +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Learning-to-Rank with BERT in TF-Ranking
2020/04/17 by Shuguang Han, Xuanhui Wang, Han, Shuguang +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Natural Language Processing Techniques #Topic Modeling
- Improving Neural Ranking via Lossless Knowledge Distillation
2021/09/30 by Zhen Qin, Qin, Zhen, Le Yan +11 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and ELM #Neural Networks and Applications
- Rank4Class: A Ranking Formulation for Multiclass Classification
2021/12/17 by Nan Wang, Zhen Qin, Wang, Nan +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies
- LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal Classification
2024/08/06 by Qin, Zhen, Wu, Junru, Shen, Jiaming +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Integrating Planning into Single-Turn Long-Form Text Generation
2024/10/08 by Yi Liang, Liang, Yi, You Wu +18 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering Research