Naim, Iftekhar
- 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 · 1398 citations
#cs.CL #cs.AI
- On the Theoretical Limitations of Embedding-Based Retrieval
2025/08/28 by Orion Weller, Weller, Orion, Michael Boratko +5 · 22 voices · 40 citations
#cs.IR #cs.CL #cs.LG
- Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
2023/04/04 by Jinhyuk Lee, Lee, Jinhyuk, Zhuyun Dai +12 · 2 voices · 7 citations
Computer Science · Decision Sciences · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.CL #cs.IR
- Gecko: Versatile Text Embeddings Distilled from Large Language Models
2024/03/29 by Jinhyuk Lee, Zhuyun Dai, Lee, Jinhyuk +41 · 1 voice · 23 citations
Computer Science · Environmental Science · #Advanced Text Analysis Techniques #Species Distribution and Climate Change #Topic Modeling #cs.AI #cs.CL
- Gemini Embedding: Generalizable Embeddings from Gemini
2025/03/10 by Jinhyuk Lee, Lee, Jinhyuk, Feiyang Chen +90 · 36 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution
- Convergence of the EM Algorithm for Gaussian Mixtures with Unbalanced\n Mixing Coefficients
2012/06/27 by Iftekhar Naim, Daniel Gildea, Naim, Iftekhar +1 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Target Tracking and Data Fusion in Sensor Networks
- Multi-Vector Retrieval as Sparse Alignment
2022/11/02 by Yujie Qian, Jinhyuk Lee, Qian, Yujie +13 · 3 citations
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Information Retrieval and Search Behavior
- Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
2024/06/19 by Jinhyuk Lee, Lee, Jinhyuk, Anthony Chen +35 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- EmbeddingGemma: Powerful and Lightweight Text Representations
2025/09/24 by Henrique Schechter Vera, Vera, Henrique Schechter, Sahil Dua +169 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Automated Analysis and Prediction of Job Interview Performance
2015/04/14 by Naim, Iftekhar, Tanveer, M. Iftekhar, Gildea, Daniel +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)