Jiaming Shen
- 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 · 1350 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
- TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
2018/12/22 by Chao Zhang, Zhang, Chao, Fangbo Tao +13 · 5 citations
Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Sentiment Analysis and Opinion Mining
- 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
- 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)
- 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
- PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
2024/06/05 by Rongzhi Zhang, Jiaming Shen, Zhang, Rongzhi +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
- SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
2019/10/17 by Jiaming Shen, Zeqiu Wu, Shen, Jiaming +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
- 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
- Predicting Text Preference Via Structured Comparative Reasoning
2023/11/14 by Jing Nathan Yan, Yan, Jing Nathan, Tianqi Liu +21 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Advanced Text Analysis Techniques