Jamie Callan
- PAL: Program-aided Language Models
2022/11/18 by Luyu Gao, Aman Madaan, Gao, Luyu +13 · 87 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Precise Zero-Shot Dense Retrieval without Relevance Labels
2022/12/20 by Luyu Gao, Gao, Luyu, Xueguang Ma +5 · 74 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- Active Retrieval Augmented Generation
2023/05/11 by Zhengbao Jiang, Jiang, Zhengbao, Frank F. Xu +15 · 70 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
2021/01/18 by Luyu Gao, Gao, Luyu, Yunyi Zhang +5 · 23 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
- SciCode: A Research Coding Benchmark Curated by Scientists
2024/07/18 by Minyang Tian, Tian, Minyang, S Zhang +54 · 31 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Research Data Management Practices #Scientific Computing and Data Management
- Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval
2019/10/23 by Zhuyun Dai, Dai, Zhuyun, Jamie Callan +1 · 11 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Natural Language Processing Techniques #Topic Modeling
- Condenser: a Pre-training Architecture for Dense Retrieval
2021/04/16 by Luyu Gao, Gao, Luyu, Jamie Callan +1 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval
2022/03/11 by Luyu Gao, Xueguang Ma, Gao, Luyu +5 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- ClueWeb22: 10 Billion Web Documents with Visual and Semantic Information
2022/11/29 by Arnold Overwijk, Overwijk, Arnold, Chenyan Xiong +7 · 1 voice · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis #cs.AI #cs.CL #cs.IR
- DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research
2025/05/25 by João M. P. Coelho, Coelho, João, Jingyuan He +17 · 13 citations
Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Scientific Computing and Data Management
- Scientific Table Search Using Keyword Queries
2017/07/11 by Kyle Yingkai Gao, Jamie Callan, Gao, Kyle Yingkai +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
- Repository-level Code Search with Neural Retrieval Methods
2025/02/10 by Gandhi, Siddharth, Luyu Gao, Gao, Luyu +2 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Software Engineering Research