GÁ
Gustavo Hernández Ábrego
cs.CLcs.AIcs.IRcs.CVcs.LGcs.SDeess.AS
On Valency
published · living versionsW_vu5dc8qp·v1 · currentpublished
EmbeddingGemma 2: Unified and Efficient Multimodal Representations
with Henrique Schechter Vera, Sahil Dua, Jovan Andonov, Sara Smoot +68
1 version
Preprints & journals
16 papers in the corpus · 2018–2026Gemini Embedding 2: A Native Multimodal Embedding Model from Gemini2605.27295v1 · Madhuri Shanbhogue, Zhe Li, Shanfeng Zhang et al.2026 · 0 citationsarXiv
EmbeddingGemma: Powerful and Lightweight Text Representations2509.20354v3 · Henrique Schechter Vera, Sahil Dua, Biao Zhang et al.2025 · 4 citationsarXiv
CRISP: Clustering Multi-Vector Representations for Denoising and Pruning2505.11471v1 · Joao Veneroso, Rajesh Jayaram, Jinmeng Rao et al.2025 · 1 citationarXiv
Gemini Embedding: Generalizable Embeddings from Gemini2503.07891v1 · Jinhyuk Lee, Feiyang Chen, Sahil Dua et al.2025 · 5 citationsarXiv
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models2502.16766v2 · Simeng Han, Frank Palma Gomez, Tu Vu et al.2025 · 0 citationsarXiv
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems2404.01616v3 · Frank Palma Gomez, Ramon Sanabria, Yun-hsuan Sung et al.2024 · 5 citationsarXiv
Gecko: Versatile Text Embeddings Distilled from Large Language Models2403.20327v1 · Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren et al.2024 · 13 citationsarXiv
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval2311.05800v2 · Nandan Thakur, Jianmo Ni, Gustavo Hern'andez 'Abrego et al.2023 · 11 citationsarXiv
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives2306.02516v1 · Fedor Moiseev, Gustavo Hernandez Abrego, Peter Dornbach et al.2023 · 2 citationsarXiv
PaLM 2 Technical Report2305.10403v3 · Rohan Anil, Andrew M. Dai, Orhan Firat et al.2023 · 158 citationsarXiv
Large Dual Encoders Are Generalizable Retrievers2112.07899v1 · Jianmo Ni, Chen Qu, Jing Lu et al.2021 · 180 citationsarXiv
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models2108.08877v3 · Jianmo Ni, Gustavo Hern'andez 'Abrego, Noah Constant et al.2021 · 356 citationsarXiv
Neural Passage Retrieval with Improved Negative Contrast2010.12523v1 · Jing Lu, Gustavo Hernandez Abrego, Ji Ma et al.2020 · 18 citationsarXiv
Multilingual Universal Sentence Encoder for Semantic Retrieval1907.04307v1 · Yinfei Yang, Daniel Cer, Amin Ahmad et al.2019 · 448 citationsarXiv
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax1902.08564v2 · Yinfei Yang, Gustavo Hernandez Abrego, Steve Yuan et al.2019 · 93 citationsarXiv
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings1807.11906v2 · Mandy Guo, Qinlan Shen, Yinfei Yang et al.2018 · 107 citationsarXiv
Career total: 26 works. 16 are in this corpus.
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