Morphosyntactic Generation of Turkish Surface Forms. - Burcu Karagol-Ayan (ESSLLI Student Papers, 1999)

Translation lexicon acquisition from bilingual dictionaries. - David S. Doermann; Huanfeng Ma; Burcu Karagol-Ayan; Douglas W. Oard (Document Recognition and Retrieval, 2002)

Acquisition of bilingual MT lexicons from OCRed dictionaries. - Burcu Karagol-Ayan; David S. Doermann; Bonnie J. Dorr (MTSummit, 2003)

Adaptive Transformation-Based Learning for Improving Dictionary Tagging. - Burcu Karagol-Ayan; David S. Doermann; Amy Weinberg (EACL, 2006)

Morphology Induction from Limited Noisy Data Using Approximate String Matching. - Burcu Karagol-Ayan; David S. Doermann; Amy Weinberg (SIGMORPHON, 2006)

Resource Generation from Structured Documents for Low-density Languages. - Burcu Karagol-Ayan (2007)

Text Classification with Few Examples using Controlled Generalization. - Abhijit Mahabal; Jason Baldridge; Burcu Karagol Ayan; Vincent Perot; Dan Roth 001 (NAACL-HLT (1), 2019)

Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering. - Najoung Kim; Ellie Pavlick; Burcu Karagol Ayan; Deepak Ramachandran (ACL/IJCNLP (1), 2021)

Context-Based Quotation Recommendation. - Ansel MacLaughlin; Tao Chen; Burcu Karagol Ayan; Dan Roth 001 (ICWSM, 2021)

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. - 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; et al. (NeurIPS, 2022)

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. - 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; et al. (CoRR, 2022)

PaLI: A Jointly-Scaled Multilingual Language-Image Model. - Xi Chen 071; Xiao Wang 038; Soravit Changpinyo; A. J. Piergiovanni; Piotr Padlewski; Daniel Salz; Sebastian Goodman; Adam Grycner; Basil Mustafa; Lucas Beyer; Alexander Kolesnikov 003; Joan Puigcerver; et al. (CoRR, 2022)

Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. - 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; et al. (Trans. Mach. Learn. Res., 2022)

ImageInWords: Unlocking Hyper-Detailed Image Descriptions. - Roopal Garg; Andrea Burns; Burcu Karagol Ayan; Yonatan Bitton; Ceslee Montgomery; Yasumasa Onoe; Andrew Bunner; Ranjay Krishna; Jason Baldridge; Radu Soricut (EMNLP, 2024)

Harm Amplification in Text-to-Image Models. - Susan Hao; Renee Shelby; Yuchi Liu; Hansa Srinivasan; Mukul Bhutani; Burcu Karagol Ayan; Shivani Poddar; Sarah Laszlo (CoRR, 2024)

Heterogenous graph neural networks for species distribution modeling. - Lauren Harrell; Christine Kaeser-Chen; Burcu Karagol Ayan; Keith Anderson; Michelangelo Conserva; Elise Kleeman; Maxim Neumann; Matt Overlan; Melissa Chapman; Drew Purves (CoRR, 2025)