Gustavo Hernández Ábrego
- Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
2021/08/19 by Jianmo Ni, Gustavo Hernández Ábrego, Ni, Jianmo +11 · 96 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- PaLM 2 Technical Report
2023/05/17 by Rohan Anil, Anil, Rohan, Andrew M. Dai +224 · 121 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Large Dual Encoders Are Generalizable Retrievers
2021/12/15 by Jianmo Ni, Chen Qu, Ni, Jianmo +19 · 85 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
- Gecko: Versatile Text Embeddings Distilled from Large Language Models
2024/03/29 by Jinhyuk Lee, Zhuyun Dai, Lee, Jinhyuk +41 · 1 voice · 26 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, Feiyang Chen, Lee, Jinhyuk +90 · 39 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution
- Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
2023/11/10 by Nandan Thakur, Thakur, Nandan, Jianmo Ni +9 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax
2019/02/22 by Yinfei Yang, Yang, Yinfei, Gustavo Hernández Ábrego +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives
2023/06/05 by Fédor Moiseev, Gustavo Hernández Ábrego, Moiseev, Fedor +9 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #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
- Gemini Embedding 2: A Native Multimodal Embedding Model from Gemini
2026/05/26 by Madhuri Shanbhogue, Zhe Li, Shanfeng Zhang +86 · 3 voices
#cs.CV
- Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems
2024/04/02 by Frank Palma Gomez, Gomez, Frank Palma, Ramon Sanabria +9 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Library Science and Information Systems #Natural Language Processing Techniques #Semantic Web and Ontologies #Sound (cs.SD) #electronic engineering #information engineering
- CRISP: Clustering Multi-Vector Representations for Denoising and Pruning
2025/05/16 by João Mateus de Freitas Veneroso, Veneroso, João, Rajesh Jayaram +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior