Daniel Cer - RankMe

44 papers A* 2A 1Journal 27Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models. CoRR Simeng Han, Frank Palma Gomez, Tu Vu, Zefei Li, Daniel Cer, Hansi Zeng, Chris Tar, Arman Cohan, Gustavo Hernández Ábrego
2025	J	`jnl`	CRISP: Clustering Multi-Vector Representations for Denoising and Pruning. CoRR João Veneroso, Rajesh Jayaram, Jinmeng Rao, Gustavo Hernández Ábrego, Majid Hadian, Daniel Cer
2025	J	`jnl`	EmbeddingGemma: Powerful and Lightweight Text Representations. CoRR Henrique Schechter Vera, Sahil Dua, Biao Zhang, Daniel Salz, Ryan Mullins, Sindhu Raghuram Panyam, Sara Smoot, Iftekhar Naim, Joe Zou, Feiyang Chen, Daniel Cer, Alice Lisak, Min Choi, Lucas Gonzalez, Omar Sanseviero, Glenn Cameron, Ian Ballantyne, Kat Black, Kaifeng Chen, Weiyi Wang, Zhe Li, Gus Martins, Jinhyuk Lee, Mark Sherwood, Ju-yeong Ji, Renjie Wu, Jingxiao Zheng, Jyotinder Singh, Abheesht Sharma, Divyashree Sreepathihalli, Aashi Jain, Adham Elarabawy, AJ Co, Andreas Doumanoglou, Babak Samari, Ben Hora, Brian Potetz, Dahun Kim, Enrique Alfonseca, Fedor Moiseev, Feng Han, Frank Palma Gomez, Gustavo Hernández Ábrego, Hesen Zhang, Hui Hui, Jay Han, Karan Gill, Ke Chen, Koert Chen, Madhuri Shanbhogue, Michael Boratko, Paul Suganthan, Sai Meher Karthik Duddu, Sandeep Mariserla, Setareh Ariafar, Shanfeng Zhang, Shijie Zhang, Simon Baumgartner, Sonam Goenka, Steve Qiu, Tanmaya Dabral, Trevor Walker, Vikram Rao, Waleed Khawaja, Wenlei Zhou, Xiaoqi Ren, Ye Xia, Yichang Chen, Yi-Ting Chen, Zhe Dong, Zhongli Ding, Francesco Visin, Gaël Liu, Jiageng Zhang, Kathleen Kenealy, Michelle Casbon, Ravin Kumar, Thomas Mesnard, Zach Gleicher, Cormac Brick, Olivier Lacombe, Adam Roberts, Qin Yin, Yun-Hsuan Sung, Raphael Hoffmann, Tris Warkentin, Armand Joulin, Tom Duerig, Mojtaba Seyedhosseini
2025	J	`jnl`	Gemini Embedding: Generalizable Embeddings from Gemini. CoRR Jinhyuk Lee, Feiyang Chen, Sahil Dua, Daniel Cer, Madhuri Shanbhogue, Iftekhar Naim, Gustavo Hernández Ábrego, Zhe Li, Kaifeng Chen, Henrique Schechter Vera, Xiaoqi Ren, Shanfeng Zhang, Daniel Salz, Michael Boratko, Jay Han, Blair Chen, Shuo Huang, Vikram Rao, Paul Suganthan, Feng Han, Andreas Doumanoglou, Nithi Gupta, Fedor Moiseev, Cathy Yip, Aashi Jain, Simon Baumgartner, Shahrokh Shahi, Frank Palma Gomez, Sandeep Mariserla, Min Choi, Parashar Shah, Sonam Goenka, Ke Chen, Ye Xia, Koert Chen, Sai Meher Karthik Duddu, Yichang Chen, Trevor Walker, Wenlei Zhou, Rakesh Ghiya, Zach Gleicher, Karan Gill, Zhe Dong, Mojtaba Seyedhosseini, Yun-Hsuan Sung, Raphael Hoffmann, Tom Duerig
2024	J	`jnl`	Gecko: Versatile Text Embeddings Distilled from Large Language Models. CoRR Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren, Blair Chen, Daniel Cer, Jeremy R. Cole, Kai Hui, Michael Boratko, Rajvi Kapadia, Wen Ding, Yi Luan, Sai Meher Karthik Duddu, Gustavo Hernández Ábrego, Weiqiang Shi, Nithi Gupta, Aditya Kusupati, Prateek Jain, Siddhartha Reddy Jonnalagadda, Ming-Wei Chang, Iftekhar Naim
2024	—	`conf`	Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. NAACL-HLT Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer
2024	J	`jnl`	Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems. CoRR Frank Palma Gomez, Ramon Sanabria, Yun-Hsuan Sung, Daniel Cer, Siddharth Dalmia, Gustavo Hernández Ábrego
2023	J	`jnl`	Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. CoRR Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer
2022	J	`jnl`	Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts. CoRR Cícero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-Hsuan Sung
2022	—	`conf`	Language-agnostic BERT Sentence Embedding. ACL (1) Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang
2022	A*	`conf`	Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation. EMNLP Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
2022	J	`jnl`	Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation. CoRR Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
2022	—	`conf`	SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer. ACL (1) Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou', Daniel Cer
2022	—	`conf`	Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. ACL (Findings) Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang
2021	—	`conf`	A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. EMNLP (1) Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve
2021	J	`jnl`	A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. CoRR Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve
2021	A	`conf`	Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. EACL Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang
2021	J	`jnl`	NT5?! Training T5 to Perform Numerical Reasoning. CoRR Peng-Jian Yang, Ying-Ting Chen, Yuechan Chen, Daniel Cer
2021	—	`conf`	Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. ACL/IJCNLP (2) Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer
2021	J	`jnl`	SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer. CoRR Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou, Daniel Cer
2021	J	`jnl`	Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. CoRR Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang
2021	—	`conf`	Universal Sentence Representation Learning with Conditional Masked Language Model. EMNLP (1) Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
2020	J	`jnl`	Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. CoRR Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang
2020	J	`jnl`	Language-agnostic BERT Sentence Embedding. CoRR Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang
2020	J	`jnl`	MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models. CoRR Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant
2020	—	`conf`	Multilingual Universal Sentence Encoder for Semantic Retrieval. ACL (demo) Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2020	J	`jnl`	Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. CoRR Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer
2020	J	`jnl`	SeqGenSQL - A Robust Sequence Generation Model for Structured Query Language. CoRR Ning Li, Bethany Keller, Mark Butler, Daniel Cer
2020	J	`jnl`	Universal Sentence Representation Learning with Conditional Masked Language Model. CoRR Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
2019	—	`conf`	Hierarchical Document Encoder for Parallel Corpus Mining. WMT (1) Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	J	`jnl`	Hierarchical Document Encoder for Parallel Corpus Mining. CoRR Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	A*	`conf`	Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. IJCAI Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	J	`jnl`	Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. CoRR Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	—	`conf`	Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. RepL4NLP@ACL Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	J	`jnl`	Multilingual Universal Sentence Encoder for Semantic Retrieval. CoRR Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	—	`conf`	ReQA: An Evaluation for End-to-End Answer Retrieval Models. MRQA@EMNLP Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer
2019	J	`jnl`	ReQA: An Evaluation for End-to-End Answer Retrieval Models. CoRR Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer
2018	—	`conf`	Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. WMT Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. CoRR Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. CoRR Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	—	`conf`	Learning Semantic Textual Similarity from Conversations. Rep4NLP@ACL Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Learning Semantic Textual Similarity from Conversations. CoRR Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	—	`conf`	Universal Sentence Encoder for English. EMNLP (Demonstration) Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Universal Sentence Encoder. CoRR Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil