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Aram Galstyan

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Robust Conversational Agents against Imperceptible Toxicity Triggers

May 05, 2022
Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter, Aram Galstyan

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Bounding the Effects of Continuous Treatments for Hidden Confounders

Apr 24, 2022
Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan

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On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations

Mar 25, 2022
Yang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta, Varun Kumar, Jwala Dhamala, Aram Galstyan

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Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal

Mar 23, 2022
Umang Gupta, Jwala Dhamala, Varun Kumar, Apurv Verma, Yada Pruksachatkun, Satyapriya Krishna, Rahul Gupta, Kai-Wei Chang, Greg Ver Steeg, Aram Galstyan

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Inferring topological transitions in pattern-forming processes with self-supervised learning

Mar 19, 2022
Marcin Abram, Keith Burghardt, Greg Ver Steeg, Aram Galstyan, Remi Dingreville

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DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations

Mar 18, 2022
Sarik Ghazarian, Nuan Wen, Aram Galstyan, Nanyun Peng

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Failure Modes of Domain Generalization Algorithms

Nov 26, 2021
Tigran Galstyan, Hrayr Harutyunyan, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan

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Implicit SVD for Graph Representation Learning

Nov 11, 2021
Sami Abu-El-Haija, Hesham Mostafa, Marcel Nassar, Valentino Crespi, Greg Ver Steeg, Aram Galstyan

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Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling

Nov 03, 2021
Greg Ver Steeg, Aram Galstyan

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Cognitively Inspired Learning of Incremental Drifting Concepts

Oct 09, 2021
Mohammad Rostami, Aram Galstyan

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