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ORCIDBurcu Karagol Ayan
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- affiliation: Google Research
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2020 – today
- 2025
[i9]Lauren Harrell, Christine Kaeser-Chen, Burcu Karagol Ayan, Keith Anderson, Michelangelo Conserva, Elise Kleeman, Maxim Neumann, Matt Overlan, Melissa Chapman, Drew Purves:
Heterogenous graph neural networks for species distribution modeling. CoRR abs/2503.11900 (2025)- 2024
- [c10]Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Baldridge, Radu Soricut:
ImageInWords: Unlocking Hyper-Detailed Image Descriptions. EMNLP 2024: 93-127 - [i8]Susan Hao, Renee Shelby, Yuchi Liu, Hansa Srinivasan, Mukul Bhutani, Burcu Karagol Ayan, Shivani Poddar, Sarah Laszlo:
Harm Amplification in Text-to-Image Models. CoRR abs/2402.01787 (2024) - [i7]Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Baldridge, Radu Soricut:
ImageInWords: Unlocking Hyper-Detailed Image Descriptions. CoRR abs/2405.02793 (2024) - 2022
- [j1]Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu:
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. Trans. Mach. Learn. Res. 2022 (2022) - [c9]Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily L. Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi:
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. NeurIPS 2022 - [i6]Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Raphael Gontijo Lopes, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi:
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. CoRR abs/2205.11487 (2022) - [i5]Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu:
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. CoRR abs/2206.10789 (2022) - [i4]Xi Chen, Xiao Wang
, Soravit Changpinyo, A. J. Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish V. Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut:
PaLI: A Jointly-Scaled Multilingual Language-Image Model. CoRR abs/2209.06794 (2022) - 2021
- [c8]Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran:
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering. ACL/IJCNLP (1) 2021: 3932-3945 - [c7]Ansel MacLaughlin, Tao Chen, Burcu Karagol Ayan, Dan Roth:
Context-Based Quotation Recommendation. ICWSM 2021: 397-408 - [i3]Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran:
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering. CoRR abs/2101.00391 (2021) - 2020
- [i2]Ansel MacLaughlin, Tao Chen, Burcu Karagol Ayan, Dan Roth:
Context-Based Quotation Recommendation. CoRR abs/2005.08319 (2020) - [i1]Abhijit Mahabal, Jason Baldridge, Burcu Karagol Ayan, Vincent Perot, Dan Roth:
Text Classification with Few Examples using Controlled Generalization. CoRR abs/2005.08469 (2020)
2010 – 2019
- 2019
- [c6]Abhijit Mahabal, Jason Baldridge, Burcu Karagol Ayan, Vincent Perot, Dan Roth:
Text Classification with Few Examples using Controlled Generalization. NAACL-HLT (1) 2019: 3158-3167
2000 – 2009
- 2007
- [b1]Burcu Karagol-Ayan:
Resource Generation from Structured Documents for Low-density Languages. University of Maryland, College Park, MD, USA, 2007 - 2006
- [c5]Burcu Karagol-Ayan, David S. Doermann, Amy Weinberg:
Adaptive Transformation-Based Learning for Improving Dictionary Tagging. EACL 2006 - [c4]Burcu Karagol-Ayan, David S. Doermann, Amy Weinberg:
Morphology Induction from Limited Noisy Data Using Approximate String Matching. SIGMORPHON 2006: 60-68 - 2003
- [c3]Burcu Karagol-Ayan, David S. Doermann, Bonnie J. Dorr:
Acquisition of bilingual MT lexicons from OCRed dictionaries. MTSummit 2003 - 2002
- [c2]David S. Doermann, Huanfeng Ma, Burcu Karagol-Ayan, Douglas W. Oard:
Translation lexicon acquisition from bilingual dictionaries. Document Recognition and Retrieval 2002: 37-48
1990 – 1999
- 1999
- [c1]Burcu Karagol-Ayan:
Morphosyntactic Generation of Turkish Surface Forms. ESSLLI Student Papers 1999: 137-144
Coauthor Index
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