Aslı Çelikyılmaz

Computer Science · Physical Sciences

40h-index6.9kcitations224works12.42yr avg
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Research Topics

Topic Modeling(155), Natural Language Processing Techniques(131), Speech and dialogue systems(51), Multimodal Machine Learning Applications(39), Advanced Text Analysis Techniques(26)

Publications224 total

Matrix: Peer-to-Peer Multi-Agent Synthetic Data Generation Framework
arXiv (Cornell University)·2025Open Access
Cognitive Foundations for Reasoning and Their Manifestation in LLMs
arXiv (Cornell University)·2025Open Access
The Majority is not always right: RL training for solution aggregation
arXiv (Cornell University)·2025Open Access
PrefPalette: Personalized Preference Modeling with Latent Attributes
arXiv (Cornell University)·2025Open Access
EgoToM: Benchmarking Theory of Mind Reasoning from Egocentric Videos
arXiv (Cornell University)·2025Open Access
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs
2025Open Access
Explore Theory of Mind: Program-guided adversarial data generation for theory of mind reasoning
arXiv (Cornell University)·2024Open Access
Adaptive Decoding via Latent Preference Optimization
arXiv (Cornell University)·2024· 1 citedOpen Access
An Introduction to Vision-Language Modeling
arXiv (Cornell University)·2024· 33 citedOpen Access
Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models
arXiv (Cornell University)·2024Open Access
Efficient Tool Use with Chain-of-Abstraction Reasoning
arXiv (Cornell University)·2024· 5 citedOpen Access
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
2024· 7 citedOpen Access
RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models
2024· 3 citedOpen Access
Chain-of-Verification Reduces Hallucination in Large Language Models
2024· 142 citedOpen Access
The ART of LLM Refinement: Ask, Refine, and Trust
2024· 3 citedOpen Access
ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization
2024· 4 citedOpen Access
PathFinder: Guided Search over Multi-Step Reasoning Paths
arXiv (Cornell University)·2023Open Access
The ART of LLM Refinement: Ask, Refine, and Trust
arXiv (Cornell University)·2023· 1 citedOpen Access
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
arXiv (Cornell University)·2023· 1 citedOpen Access
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Jianfeng Gao(15), Yejin Choi(8), Dilek Hakkani‐Tür(8), İ.B. Türkşen(6), Gökhan Tür(5), Antoine Bosselut(4), Yun-Nung Chen(4), Xiujun Li(4), Hannah Rashkin(3), Xin Wang(3), Qiuyuan Huang(3), Dinghan Shen(3), Chunyuan Li(3), Lawrence Carin(3), Dragomir Radev(3), Roberta Răileanu(3), Xian Li(3), Xiaodong He(3), Ruhi Sarikaya(3), Ramakanth Pasunuru(3)