Afra Feyza Akyürek

Computer Science · Physical Sciences

9h-index238citations22works0.52yr avg
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Research Topics

Topic Modeling(15), Natural Language Processing Techniques(15), Multimodal Machine Learning Applications(7), Cancer-related molecular mechanisms research(2), Domain Adaptation and Few-Shot Learning(2)

Publications22 total

Online Rubrics Elicitation from Pairwise Comparisons
arXiv (Cornell University)·2025Open Access
Is Active Persona Inference Necessary for Aligning Small Models to Personal Preferences?
arXiv (Cornell University)·2025Open Access
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability
arXiv (Cornell University)·2024Open Access
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability
2024· 2 citedOpen Access
DUnE: Dataset for Unified Editing
arXiv (Cornell University)·2023Open Access
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages
Lecture notes in computer science·2023· 4 cited
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
arXiv (Cornell University)·2023· 3 citedOpen Access
Agenda Setting, Cross-cutting Effects, and Political Expression on Social Media: The Gun Violence Case
Communication Research·2023· 10 cited
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
2023· 21 citedOpen Access
DUnE: Dataset for Unified Editing
2023· 3 citedOpen Access
Challenges in Measuring Bias via Open-Ended Language Generation
arXiv (Cornell University)·2022· 5 citedOpen Access
On Measuring Social Biases in Prompt-Based Multi-Task Learning
arXiv (Cornell University)·2022· 4 citedOpen Access
Subspace regularizers for few-shot class incremental learning
OpenBU (Boston University)·2022· 1 cited
On Measuring Social Biases in Prompt-Based Multi-Task Learning
Findings of the Association for Computational Linguistics: NAACL 2022·2022· 12 citedOpen Access
Challenges in Measuring Bias via Open-Ended Language Generation
2022· 14 citedOpen Access
Subspace Regularizers for Few-Shot Class Incremental Learning
arXiv (Cornell University)·2021· 42 citedOpen Access
Learning to Recombine and Resample Data For Compositional Generalization
2021· 36 cited
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages
arXiv (Cornell University)·2021· 5 citedOpen Access
Low-Resource Machine Translation for Low-Resource Languages: Leveraging Comparable Data, Code-Switching and Compute Resources.
arXiv (Cornell University)·2021· 14 citedOpen Access
IndoCollex: A Testbed for Morphological Transformation of Indonesian Word Colloquialism
2021· 8 citedOpen Access
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Frequent Co-authors

Derry Wijaya(19), Ekin Akyürek(9), Jacob Andreas(6), Garry Kuwanto(5), Sejin Paik(4), Muhammed Yusuf Kocyigit(3), Isidora Chara Tourni(3), Siyang Li(3), Лэй Гуо(2), Margrit Betke(2), Ashwin Kalyan(2), Niket Tandon(2), Seda Akbıyık(2), E. T-S. Pan(2), Leshem Choshen(2), Randa Elanwar(1), Prakash Ishwar(1), Peter E. Clark(1), Muhammed Kocyigit(1), Serife Leman Runyun(1)