Publications
This section contains publications published by ISI over the past several decades.
2024
Data advisor: Dynamic data curation for safety alignment of large language models
Fei Wang, Ninareh Mehrabi, Palash Goyal, Rahul Gupta, Kai-Wei Chang, Aram Galstyan
arXiv preprint arXiv:2410.05269, 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs
Elan Markowitz, Anil Ramakrishna, Jwala Dhamala, Ninareh Mehrabi, Charith Peris, Rahul Gupta, Kai-Wei Chang, Aram Galstyan
ACL'24, 2024
Proceedings of the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP 2024)
Kai-Wei Chang, Anaelia Ovalle, Jieyu Zhao, Yang Trista Cao, Ninareh Mehrabi, Aram Galstyan, Jwala Dhamala, Anoop Kumar, Rahul Gupta
Proceedings of the 4th Workshop on Trustworthy Natural Language Processing …, 2024
Tokenization matters: Navigating data-scarce tokenization for gender inclusive language technologies
Anaelia Ovalle, Ninareh Mehrabi, Palash Goyal, Jwala Dhamala, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Yuval Pinter, Rahul Gupta
Findings of the Association for Computational Linguistics: NAACL 2024, 1739-1756, 2024
MICo: Preventative detoxification of large language models through inhibition control
Roy Siegelmann, Ninareh Mehrabi, Palash Goyal, Prasoon Goyal, Lisa Bauer, Jwala Dhamala, Aram Galstyan, Rahul Gupta, Reza Ghanadan
Findings of the Association for Computational Linguistics: NAACL 2024, 1696-1703, 2024
Agenda-Driven Question Generation: A Case Study in the Courtroom Domain
Yi Fung, Anoop Kumar, Aram Galstyan, Heng Ji, Prem Natarajan
Proceedings of the 2024 Joint International Conference on Computational …, 2024
q-Diffusion leverages the full dimensionality of gene coexpression in single-cell transcriptomics
Myrl G Marmarelis, Russell Littman, Francesca Battaglin, Donna Niedzwiecki, Alan Venook, Jose-Luis Ambite, Aram Galstyan, Heinz-Josef Lenz, Greg Ver Steeg
Communications Biology 7 (1), 400, 2024
Correcting Language Model Outputs by Editing Salient Layers
Kshitij Mishra, Tamer Soliman, Anil Ramakrishna, Aram Galstyan, Anoop Kumar
Findings of the Association for Computational Linguistics: EACL 2024, 1295-1305, 2024
Prompt perturbation consistency learning for robust language models
Yao Qiang, Subhrangshu Nandi, Ninareh Mehrabi, Greg Ver Steeg, Anoop Kumar, Anna Rumshisky, Aram Galstyan
arXiv preprint arXiv:2402.15833, 2024
Leveraging LLMs for dialogue quality measurement
Jinghan Jia, Abi Komma, Timothy Leffel, Xujun Peng, Ajay Nagesh, Tamer Soliman, Aram Galstyan, Anoop Kumar
2024
Believe: Belief-enhanced instruction generation and augmentation for zero-shot bias mitigation
Lisa Bauer, Ninareh Mehrabi, Palash Goyal, Kai-Wei Chang, Aram Galstyan, Rahul Gupta
2024
Generating Gender Alternatives in Machine Translation
Sarthak Garg, Mozhdeh Gheini, Clara Emmanuel, Tatiana Likhomanenko, Qin Gao, Matthias Paulik
arXiv preprint arXiv:2407.20438, 2024
Risk and response in large language models: Evaluating key threat categories
Bahareh Harandizadeh, Abel Salinas, Fred Morstatter
arXiv preprint arXiv:2403.14988, 2024
Integrated All-Optically Controlled FIR Filter and Data Sequence Detector Using WDM Laser Signals
Samer Idres, Jonathan Habif, Hossein Hashemi
Frontiers in Optics, FD1. 9, 2024
Reconfigurable Optical Recognition of 3 Independent Data Patterns Using Intra-Symbol Time Multiplexing and Nonlinear Wave Mixing
Amir Minoofar, Abdulrahman Alhaddad, Wing Ko, Hongkun Lian, Huibin Zhou, Narek Karapetyan, Muralekrishnan Ramakrishnan, Zile Jiang, Ahmed Almaiman, Murali Annavaram, Moshe Tur, Jonathan L Habif, Alan E Willner
Frontiers in Optics, JTu7A. 4, 2024
Tunable and Reconfigurable 10-Gbaud Optical Data Format Aggregation of Two Independent Channels with Constellation Biasing by using Nonlinear Wave Mixing
Wing Ko, Abdulrahman Alhaddad, Amir Minoofar, Narek Karapetyan, Huibin Zhou, Muralekrishnan Ramakrishnan, Zile Jiang, Xinzhou Su, Moshe Tur, Jonathan L Habif, Alan E Willner
Frontiers in Optics, FM3C. 5, 2024
Universal all-optical zero-bias logic gates in silicon photonics
Samer Idres, Jonathan L Habif, Hossein Hashemi
Optics Express 32 (21), 36063-36074, 2024
Tunable pattern recognition of optical QPSK data using optical correlation and direct detection
Abdulrahman Alhaddad, Amir Minoofar, Wing Ko, Narek Karapetyan, Muralekrishnan Ramakrishnan, Huibin Zhou, Yuxiang Duan, Zile Jiang, Xinzhou Su, Yingning Wang, Ruoyu Zeng, Hao Song, Ahmed Almaiman, Moshe Tur, Jonathan L Habif, Alan E Willner
Optics Letters 49 (18), 5079-5082, 2024
Tunable optical matrix convolution of 20-Gbit/s QPSK 2-D data with a kernel using optical wave mixing
Amir Minoofar, Abdulrahman Alhaddad, Wing Ko, Narek Karapetyan, Ahmed Almaiman, Huibin Zhou, Muralekrishnan Ramakrishnan, Murali Annavaram, Moshe Tur, Jonathan L Habif, Alan E Willner
Optics Letters 49 (17), 4899-4902, 2024
High Fidelity Artificial Quantum Thermal State Generation using Encoded Coherent States
Haley Weinstein, Bruno Avritzer, Todd A Brun, Jonathan L Habif
arXiv preprint arXiv:2405.03881, 2024