DC
Daniel Cer
cs.CLcs.AIcs.IRcs.LGcs.CVcs.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
30 papers in the corpus · 2017–2026Gemini 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
Gemma: Open Models Based on Gemini Research and Technology2403.08295v4 · Gemma Team: Thomas Mesnard, Cassidy Hardin, Robert Dadashi et al.2024 · 283 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
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts2210.04726v1 · Cicero Nogueira dos Santos, Zhe Dong, Daniel Cer et al.2022 · 3 citationsarXiv
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation2205.12647v2 · Tu Vu, Aditya Barua, Brian Lester et al.2022 · 22 citationsarXiv
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer2110.07904v2 · Tu Vu, Brian Lester, Noah Constant et al.2021 · 182 citationsarXiv
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations2109.04727v1 · Ziyi Yang, Yinfei Yang, Daniel Cer et al.2021 · 16 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
NT5?! Training T5 to Perform Numerical Reasoning2104.07307v2 · Peng-Jian Yang, Ying Ting Chen, Yuechan Chen et al.2021 · 9 citationsarXiv
Universal Sentence Representation Learning with Conditional Masked Language Model2012.14388v3 · Ziyi Yang, Yinfei Yang, Daniel Cer et al.2020 · 48 citationsarXiv
SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language2011.03836v1 · Ning Li, Bethany Keller, Mark Butler et al.2020 · 4 citationsarXiv
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation2009.13815v1 · Yinfei Yang, Ning Jin, Kuo Lin et al.2020 · 20 citationsarXiv
Language-agnostic BERT Sentence Embedding2007.01852v2 · Fangxiaoyu Feng, Yinfei Yang, Daniel Cer et al.2020 · 754 citationsarXiv
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models2005.02507v1 · Mandy Guo, Yinfei Yang, Daniel Cer et al.2020 · 20 citationsarXiv
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO2004.15020v3 · Zarana Parekh, Jason Baldridge, Daniel Cer et al.2020 · 49 citationsarXiv
ReQA: An Evaluation for End-to-End Answer Retrieval Models1907.04780v2 · Amin Ahmad, Noah Constant, Yinfei Yang et al.2019 · 48 citationsarXiv
Multilingual Universal Sentence Encoder for Semantic Retrieval1907.04307v1 · Yinfei Yang, Daniel Cer, Amin Ahmad et al.2019 · 448 citationsarXiv
Hierarchical Document Encoder for Parallel Corpus Mining1906.08401v2 · Mandy Guo, Yinfei Yang, Keith Stevens et al.2019 · 21 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
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model1810.12836v4 · Muthuraman Chidambaram, Yinfei Yang, Daniel Cer et al.2018 · 124 citationsIn Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings1807.11906v2 · Mandy Guo, Qinlan Shen, Yinfei Yang et al.2018 · 107 citationsarXiv
Learning Semantic Textual Similarity from Conversations1804.07754v1 · Yinfei Yang, Steve Yuan, Daniel Cer et al.2018 · 163 citationsarXiv
Universal Sentence Encoder1803.11175v2 · Daniel Cer, Yinfei Yang, Sheng-yi Kong et al.2018 · 1,266 citationsarXiv
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation1708.00055v1 · Daniel Cer, Mona Diab, Eneko Agirre et al.2017 · 1,561 citationsarXiv
Career total: 84 works. 30 are in this corpus.
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