Do LLMs have Consistent Values?

Authors: Rozen, Naama, Bezalel, Liat, Elidan, Gal, Globerson, Amir, Daniel, Ella

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.12878

TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools

Authors: Caciularu, Avi, Jacovi, Alon, Ben-David, Eyal, Goldshtein, Sasha, Schuster, Tal, Herzig, Jonathan, Elidan, Gal, Globerson, Amir

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2406.03618

Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach

Authors: Jurenka, Irina, Kunesch, Markus, McKee, Kevin R., Gillick, Daniel, Zhu, Shaojian, Wiltberger, Sara, Phal, Shubham Milind, Hermann, Katherine, Kasenberg, Daniel, Bhoopchand, Avishkar, Anand, Ankit, Pîslar, Miruna, Chan, Stephanie, Wang, Lisa, She, Jennifer, Mahmoudieh, Parsa, Rysbek, Aliya, Ko, Wei-Jen, Huber, Andrea, Wiltshire, Brett, Elidan, Gal, Rabin, Roni, Rubinovitz, Jasmin, Pitaru, Amit, McAllister, Mac, Wilkowski, Julia, Choi, David, Engelberg, Roee, Hackmon, Lidan, Levin, Adva, Griffin, Rachel, Sears, Michael, Bar, Filip, Mesar, Mia, Jabbour, Mana, Chaudhry, Arslan, Cohan, James, Thiagarajan, Sridhar, Levine, Nir, Brown, Ben, Gorur, Dilan, Grant, Svetlana, Hashimshoni, Rachel, Weidinger, Laura, Hu, Jieru, Chen, Dawn, Dolecki, Kuba, Akbulut, Canfer, Bileschi, Maxwell, Culp, Laura, Dong, Wen-Xin, Marchal, Nahema, Van Deman, Kelsie, Misra, Hema Bajaj, Duah, Michael, Ambar, Moran, Caciularu, Avi, Lefdal, Sandra, Summerfield, Chris, An, James, Kamienny, Pierre-Alexandre, Mohdi, Abhinit, Strinopoulous, Theofilos, Hale, Annie, Anderson, Wayne, Cobo, Luis C., Efron, Niv, Ananda, Muktha, Mohamed, Shakir, Heymans, Maureen, Ghahramani, Zoubin, Matias, Yossi, Gomes, Ben, Ibrahim, Lila

Subject Terms: Computer Science - Computers and Society, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.12687

Covering Uncommon Ground: Gap-Focused Question Generation for Answer Assessment

Authors: Rabin, Roni, Djerbetian, Alexandre, Engelberg, Roee, Hackmon, Lidan, Elidan, Gal, Tsarfaty, Reut, Globerson, Amir

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2307.03319

Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback

Authors: Roit, Paul, Ferret, Johan, Shani, Lior, Aharoni, Roee, Cideron, Geoffrey, Dadashi, Robert, Geist, Matthieu, Girgin, Sertan, Hussenot, Léonard, Keller, Orgad, Momchev, Nikola, Ramos, Sabela, Stanczyk, Piotr, Vieillard, Nino, Bachem, Olivier, Elidan, Gal, Hassidim, Avinatan, Pietquin, Olivier, Szpektor, Idan

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2306.00186

Explaining in Style: Training a GAN to explain a classifier in StyleSpace

Authors: Lang, Oran, Gandelsman, Yossi, Yarom, Michal, Wald, Yoav, Elidan, Gal, Hassidim, Avinatan, Freeman, William T., Isola, Phillip, Globerson, Amir, Irani, Michal, Mosseri, Inbar

Source: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2021 IEEE/CVF International Conference on. :673-682 Oct, 2021

Relation: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Spectral Algorithm for Shared Low-rank Matrix Regressions

Authors: Gigi, Yotam, Nevo, Sella, Elidan, Gal, Hassidim, Avinatan, Matias, Yossi, Wiesel, Ami

Source: 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM) Sensor Array and Multichannel Signal Processing Workshop (SAM), 2020 IEEE 11th. :1-5 Jun, 2020

Relation: 2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM)

Dynamic Planning in Open-Ended Dialogue using Reinforcement Learning

Authors: Cohen, Deborah, Ryu, Moonkyung, Chow, Yinlam, Keller, Orgad, Greenberg, Ido, Hassidim, Avinatan, Fink, Michael, Matias, Yossi, Szpektor, Idan, Boutilier, Craig, Elidan, Gal

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2208.02294

Active Learning with Label Comparisons

Authors: Yona, Gal, Moran, Shay, Elidan, Gal, Globerson, Amir

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2204.04670

Robust multitask Elliptical Regression (ROMER)

Authors: Noy, Nofar, Wald, Yaav, Elidan, Gal, Wiesel, Ami

Source: 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2019 IEEE 8th International Workshop on. :261-265 Dec, 2019

Relation: 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)

Flood forecasting with machine learning models in an operational framework

Authors: Nevo, Sella, Morin, Efrat, Rosenthal, Adi Gerzi, Metzger, Asher, Barshai, Chen, Weitzner, Dana, Voloshin, Dafi, Kratzert, Frederik, Elidan, Gal, Dror, Gideon, Begelman, Gregory, Nearing, Grey, Shalev, Guy, Noga, Hila, Shavitt, Ira, Yuklea, Liora, Royz, Moriah, Giladi, Niv, Levi, Nofar Peled, Reich, Ofir, Gilon, Oren, Maor, Ronnie, Timnat, Shahar, Shechter, Tal, Anisimov, Vladimir, Gigi, Yotam, Levin, Yuval, Moshe, Zach, Ben-Haim, Zvika, Hassidim, Avinatan, Matias, Yossi

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2111.02780

Solving Sokoban with forward-backward reinforcement learning

Authors: Shoham, Yaron, Elidan, Gal

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, I.2.6, I.2.8

Access URL: http://arxiv.org/abs/2105.01904

ML-based Flood Forecasting: Advances in Scale, Accuracy and Reach

Authors: Nevo, Sella, Elidan, Gal, Hassidim, Avinatan, Shalev, Guy, Gilon, Oren, Nearing, Grey, Matias, Yossi

Subject Terms: Physics - Atmospheric and Oceanic Physics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2012.00671

HydroNets: Leveraging River Structure for Hydrologic Modeling

Authors: Moshe, Zach, Metzger, Asher, Elidan, Gal, Kratzert, Frederik, Nevo, Sella, El-Yaniv, Ran

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2007.00595

DNF-Net: A Neural Architecture for Tabular Data

Authors: Abutbul, Ami, Elidan, Gal, Katzir, Liran, El-Yaniv, Ran

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2006.06465

Convex Nonparanormal Regression

Authors: Woodbridge, Yonatan, Elidan, Gal, Wiesel, Ami

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2004.10255

MadNet: Using a MAD Optimization for Defending Against Adversarial Attacks

Authors: Rozenberg, Shai, Elidan, Gal, El-Yaniv, Ran

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security, Computer Science - Computer Vision and Pattern Recognition, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1911.00870

Spectral Algorithm for Low-rank Multitask Regression

Authors: Gigi, Yotam, Wiesel, Ami, Nevo, Sella, Elidan, Gal, Hassidim, Avinatan, Matias, Yossi

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1910.12204

Quaternion structured paranormal distributions

Authors: Woodbridge, Yonatan, Elidan, Gal, Wiesel, Ami

Source: 2016 50th Asilomar Conference on Signals, Systems and Computers Signals, Systems and Computers, 2016 50th Asilomar Conference on. :815-819 Nov, 2016

Relation: 2016 50th Asilomar Conference on Signals, Systems and Computers

Signal detection in para complex normal noise

Authors: Woodbridge, Yonatan, Elidan, Gal, Wiesel, Ami

Source: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on. :4274-4278 Mar, 2016

Relation: ICASSP 2016 - 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)