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Aram Galstyan

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History Repeats: Overcoming Catastrophic Forgetting For Event-Centric Temporal Knowledge Graph Completion

May 30, 2023
Mehrnoosh Mirtaheri, Mohammad Rostami, Aram Galstyan

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Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models

May 26, 2023
Neal Lawton, Anoop Kumar, Govind Thattai, Aram Galstyan, Greg Ver Steeg

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ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation

May 26, 2023
Kuan-Hao Huang, Varun Iyer, I-Hung Hsu, Anoop Kumar, Kai-Wei Chang, Aram Galstyan

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Measuring and Mitigating Local Instability in Deep Neural Networks

May 19, 2023
Arghya Datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie, Anoop Kumar, Aram Galstyan

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"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation

May 18, 2023
Anaelia Ovalle, Palash Goyal, Jwala Dhamala, Zachary Jaggers, Kai-Wei Chang, Aram Galstyan, Richard Zemel, Rahul Gupta

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ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems

May 12, 2023
Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng

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Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models

Nov 17, 2022
Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar, Qian Hu, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Rahul Gupta

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Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations

Nov 02, 2022
Kuan-Hao Huang, Varun Iyer, Anoop Kumar, Sriram Venkatapathy, Kai-Wei Chang, Aram Galstyan

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An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation

Oct 07, 2022
Jwala Dhamala, Varun Kumar, Rahul Gupta, Kai-Wei Chang, Aram Galstyan

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Formal limitations of sample-wise information-theoretic generalization bounds

May 13, 2022
Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan

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