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Shen, Jiaming

  1. 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 · 1347 citations
    #cs.CL #cs.AI
  2. 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
  3. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
    2022/12/20 by Wang, Boshi, Min, Sewon, Deng, Xiang +4 · 21 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. LiPO: Listwise Preference Optimization through Learning-to-Rank
    2024/02/02 by Liu, Tianqi, Qin, Zhen, Wu, Junru +9 · 12 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. RRM: Robust Reward Model Training Mitigates Reward Hacking
    2024/09/20 by Liu, Tianqi, Xiong, Wei, Ren, Jie +15 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
    2018/12/22 by Chao Zhang, Fangbo Tao, Zhang, Chao +13 · 5 citations
    Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Sentiment Analysis and Opinion Mining
  7. TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision
    2024/02/29 by Yunyi Zhang, Zhang, Yunyi, Ruozhen Yang +10 · 8 citations
    Computer Science · #Text and Document Classification Technologies
  8. Building Math Agents with Multi-Turn Iterative Preference Learning
    2024/09/04 by Xiong, Wei, Shi, Chengshuai, Shen, Jiaming +10 · 9 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. Towards Disentangling Relevance and Bias in Unbiased Learning to Rank
    2022/12/28 by Yunan Zhang, Zhang, Yunan, Le Yan +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)
  10. HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion
    2019/10/17 by Shen, Jiaming, Wu, Zeqiu, Lei, Dongming +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. IC-Cache: Efficient Large Language Model Serving via In-context Caching
    2025/01/22 by Yu, Yifan, Gan, Yu, Sarda, Nikhil +7 · 7 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Weakly-Supervised Hierarchical Text Classification
    2018/12/29 by Meng Yu, Meng, Yu, Jiaming Shen +5 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
  13. Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding
    2020/10/01 by Shen, Jiaming, Ji, Heng, Han, Jiawei · 2 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  14. Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion
    2021/06/16 by Xie, Yiqing, Shen, Jiaming, Li, Sha +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
    2025/02/16 by Pengcheng Jiang, Jiang, Pengcheng, Lang Cao +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Semantic Web and Ontologies
  16. Discovering Hypernymy in Text-Rich Heterogeneous Information Network by Exploiting Context Granularity
    2019/09/04 by Shi, Yu, Shen, Jiaming, Li, Yuchen +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
    2024/06/05 by Rongzhi Zhang, Zhang, Rongzhi, Jiaming Shen +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  18. SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
    2019/10/17 by Jiaming Shen, Shen, Jiaming, Zeqiu Wu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  19. Empower Entity Set Expansion via Language Model Probing
    2020/04/29 by Yunyi Zhang, Jiaming Shen, Zhang, Yunyi +5 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  20. Do Not Blindly Imitate the Teacher: Using Perturbed Loss for Knowledge Distillation
    2023/05/08 by Zhang, Rongzhi, Shen, Jiaming, Liu, Tianqi +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval
    2023/05/18 by Yu, Yue, Zhuang, Yuchen, Zhang, Rongzhi +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  22. Corpus-based Open-Domain Event Type Induction
    2021/09/07 by Shen, Jiaming, Zhang, Yunyi, Ji, Heng +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Boosting Reward Model with Preference-Conditional Multi-Aspect Synthetic Data Generation
    2024/07/22 by Shen, Jiaming, Xu, Ran, Jun, Yennie +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Predicting Text Preference Via Structured Comparative Reasoning
    2023/11/14 by Jing Nathan Yan, Tianqi Liu, Yan, Jing Nathan +21 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Advanced Text Analysis Techniques
  25. LAMPO: Large Language Models as Preference Machines for Few-shot Ordinal Classification
    2024/08/06 by Qin, Zhen, Wu, Junru, Shen, Jiaming +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)