Zhuang, Honglei
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1374 citations
#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 · 52 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 · 24 citations
Computer Science · #Topic Modeling #Text and Document Classification Technologies #Sentiment Analysis and Opinion Mining
- Spherical Text Embedding
2019/11/04 by Yu Meng, Meng Yu, Jiaxin Huang +12 · 1 voice · 5 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling #cs.CL #cs.LG #stat.ML
- 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 · 15 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
- Query Expansion by Prompting Large Language Models
2023/05/05 by Rolf Jagerman, Jagerman, Rolf, Honglei Zhuang +7 · 10 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
- Inference Scaling for Long-Context Retrieval Augmented Generation
2024/10/06 by Zhenrui Yue, Yue, Zhenrui, Honglei Zhuang +17 · 17 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
- How Does Generative Retrieval Scale to Millions of Passages?
2023/05/19 by Ronak Pradeep, Kai Hui, Pradeep, Ronak +13 · 8 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
2021/11/22 by Vamsi Aribandi, Aribandi, Vamsi, Yi Tay +25 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Towards Disentangling Relevance and Bias in Unbiased Learning to Rank
2022/12/28 by Yunan Zhang, Le Yan, Zhang, Yunan +13 · 4 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)
- Hybrid Latent Reasoning via Reinforcement Learning
2025/05/24 by Zhenrui Yue, Bowen Jin, Yue, Zhenrui +15 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Reinforcement Learning in Robotics
- PaRaDe: Passage Ranking using Demonstrations with Large Language Models
2023/10/22 by Andrew Drozdov, Drozdov, Andrew, Honglei Zhuang +19 · 1 voice · 2 citations
#cs.IR
- RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble
2020/10/01 by Michael Bendersky, Bendersky, Michael, Honglei Zhuang +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Chromatin Remodeling and Cancer #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #RNA modifications and cancer #interferon and immune responses
- Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing
2024/04/17 by Le Yan, Yan, Le, Zhen Qin +11 · 2 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference
2022/04/25 by Hui, Kai, Zhuang, Honglei, Chen, Tao +8 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Multimodal Reranking for Knowledge-Intensive Visual Question Answering
2024/07/17 by Haoyang Wen, Honglei Zhuang, Wen, Haoyang +7 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems
- Learning List-Level Domain-Invariant Representations for Ranking
2022/12/21 by Xian, Ruicheng, Zhuang, Honglei, Qin, Zhen +7 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- RD-Suite: A Benchmark for Ranking Distillation
2023/06/07 by Zhen Qin, Qin, Zhen, Rolf Jagerman +15 · 1 citation
Computer Science · #Machine Learning and Data Classification #Imbalanced Data Classification Techniques #Machine Learning and Algorithms
- Can Pre-training Indicators Reliably Predict Fine-tuning Outcomes of LLMs?
2025/04/16 by Hansi Zeng, Kai Hui, Zeng, Hansi +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques