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Djallel Bouneffouf

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Contextual Moral Value Alignment Through Context-Based Aggregation

Mar 19, 2024
Pierre Dognin, Jesus Rios, Ronny Luss, Inkit Padhi, Matthew D Riemer, Miao Liu, Prasanna Sattigeri, Manish Nagireddy, Kush R. Varshney, Djallel Bouneffouf

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Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations

Mar 09, 2024
Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspooon, Marcel Zalmanovici

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Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations

Mar 08, 2024
Swapnaja Achintalwar, Ioana Baldini, Djallel Bouneffouf, Joan Byamugisha, Maria Chang, Pierre Dognin, Eitan Farchi, Ndivhuwo Makondo, Aleksandra Mojsilovic, Manish Nagireddy, Karthikeyan Natesan Ramamurthy, Inkit Padhi, Orna Raz, Jesus Rios, Prasanna Sattigeri, Moninder Singh, Siphiwe Thwala, Rosario A. Uceda-Sosa, Kush R. Varshney

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COMPASS: Computational Mapping of Patient-Therapist Alliance Strategies with Language Modeling

Feb 22, 2024
Baihan Lin, Djallel Bouneffouf, Yulia Landa, Rachel Jespersen, Cheryl Corcoran, Guillermo Cecchi

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Interpolating Item and User Fairness in Recommendation Systems

Jun 12, 2023
Qinyi Chen, Jason Cheuk Nam Liang, Negin Golrezaei, Djallel Bouneffouf

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Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis

Jun 06, 2023
Yeldar Toleubay, Don Joven Agravante, Daiki Kimura, Baihan Lin, Djallel Bouneffouf, Michiaki Tatsubori

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Towards Healthy AI: Large Language Models Need Therapists Too

Apr 02, 2023
Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi, Kush R. Varshney

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Psychotherapy AI Companion with Reinforcement Learning Recommendations and Interpretable Policy Dynamics

Mar 16, 2023
Baihan Lin, Guillermo Cecchi, Djallel Bouneffouf

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TherapyView: Visualizing Therapy Sessions with Temporal Topic Modeling and AI-Generated Arts

Feb 21, 2023
Baihan Lin, Stefan Zecevic, Djallel Bouneffouf, Guillermo Cecchi

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A Survey on Compositional Generalization in Applications

Feb 02, 2023
Baihan Lin, Djallel Bouneffouf, Irina Rish

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