Publications
This section contains publications published by ISI over the past several decades.
2021
Cognitively inspired learning of incremental drifting concepts
Mohammad Rostami, Aram Galstyan
arXiv preprint arXiv:2110.04662, 2021
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation
Sarik Ghazarian, Zixi Liu, Akash SM, Ralph Weischedel, Aram Galstyan, Nanyun Peng
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling
Greg Ver Steeg, Aram Galstyan
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
Identifying botnet IP address clusters using natural language processing techniques on honeypot command logs
Valentino Crespi, Wes Hardaker, Sami Abu-El-Haija, Aram Galstyan
arXiv preprint arXiv:2104.10232, 2021
Influence decompositions for neural network attribution
Kyle Reing, Greg Ver Steeg, Aram Galstyan
International Conference on Artificial Intelligence and Statistics, 2710-2718, 2021
A survey of human judgement and quantitative forecasting methods
Maximilian Zellner, Ali E Abbas, David V Budescu, Aram Galstyan
Royal Society open science 8 (2), 201187, 2021
Discovering higher-order interactions through neural information decomposition
Kyle Reing, Greg Ver Steeg, Aram Galstyan
Entropy 23 (1), 79, 2021
Partner-assisted learning for few-shot image classification
Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
Understanding multimodal procedural knowledge by sequencing multimodal instructional manuals
Te-Lin Wu, Alex Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph Weischedel, Nanyun Peng
arXiv preprint arXiv:2110.08486, 2021
Perhaps PTLMs Should Go to School--A Task to Assess Open Book and Closed Book QA
Manuel R Ciosici, Joe Cecil, Alex Hedges, Dong-Ho Lee, Marjorie Freedman, Ralph Weischedel
arXiv preprint arXiv:2110.01552, 2021
Machine-assisted script curation
Manuel R Ciosici, Joseph Cummings, Mitchell DeHaven, Alex Hedges, Yash Kankanampati, Dong-Ho Lee, Ralph Weischedel, Marjorie Freedman
arXiv preprint arXiv:2101.05400, 2021
Understanding procedural knowledge by sequencing multimodal instructional manuals
Te-Lin Wu, Alex Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph Weischedel, Nanyun Peng
CoRR, 2021
Graph signal recovery using restricted Boltzmann machines
Ankith Mohan, Aiichiro Nakano, Emilio Ferrara
Expert Systems with Applications 185, 115635, 2021
Detecting cryptocurrency pump-and-dump frauds using market and social signals
Huy Nghiem, Goran Muric, Fred Morstatter, Emilio Ferrara
Expert Systems with Applications 182, 115284, 2021
Social Bots and Social Media Manipulation in 2020: The Year in Review
HCH Chang, E Chen, M Zhang, G Muric, E Ferrara
Handbook of Computational Social Science, Volume 1: Theory, Case Studies and …, 2021
Using word embedding to reveal monetary policy explanation changes
Akira Matsui, Xiang Ren, Emilio Ferrara
Proceedings of the Third Workshop on Economics and Natural Language …, 2021
Pictures as a form of protest: A survey and analysis of images posted during the stop Asian hate movement on Twitter
Oliver Melbourne Allen, Emily Chen, Emilio Ferrara
2021 IEEE 18th international conference on mobile ad hoc and smart systems …, 2021
Mitigating the bias of heterogeneous human behavior in affective computing
Shen Yan, Hsien-Te Kao, Kristina Lerman, Shrikanth Narayanan, Emilio Ferrara
2021 9th International Conference on Affective Computing and Intelligent …, 2021
The impact of peer review on the contribution potential of scientific papers
Akira Matsui, Emily Chen, Yunwen Wang, Emilio Ferrara
PeerJ 9, e11999, 2021
Authors’ Response to Peer Reviews of “Social Media Polarization and Echo Chambers in the Context of COVID-19: Case Study”
Julie Jiang, Xiang Ren, Emilio Ferrara
JMIRx Med 2 (3), e32266, 2021