Marah Abdin

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou

MSR-TR-2024-12 | April 2024

Published by Microsoft

Publication Download Project

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yuksekgonul, Rahee Peshawaria, Ranjita Naik, Besmira Nushi

October 2023

DOI Publication Video

Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products

Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton

American Geophysical Union Fall Meeting | December 2022

Publication

Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data

Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski

International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022

Publication Project Project

Distance-based Positive and Unlabeled Learning for Ranking

Hayden S. Helm, Amitabh Basu, Carey E. Priebe, Jonathan Larson, Marah I Abdin, Piali Choudhury, Weiwei Yang, Chris White

Pattern Recognition | October 2022

Publication

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou

MSR-TR-2024-12 | April 2024

Published by Microsoft

Publication Download Project

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yuksekgonul, Rahee Peshawaria, Ranjita Naik, Besmira Nushi

October 2023

DOI Publication Video

Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products

Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton

American Geophysical Union Fall Meeting | December 2022

Publication

Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data

Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski

International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022

Publication Project Project

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yuksekgonul, Rahee Peshawaria, Ranjita Naik, Besmira Nushi

October 2023

DOI Publication Video

Distance-based Positive and Unlabeled Learning for Ranking

Hayden S. Helm, Amitabh Basu, Carey E. Priebe, Jonathan Larson, Marah I Abdin, Piali Choudhury, Weiwei Yang, Chris White

Pattern Recognition | October 2022

Publication

Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products

Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton

American Geophysical Union Fall Meeting | December 2022

Publication

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou

MSR-TR-2024-12 | April 2024

Published by Microsoft

Publication Download Project

KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval

Marah I Abdin, Suriya Gunasekar, Varun Chandrasekaran, Jerry Li, Mert Yuksekgonul, Rahee Peshawaria, Ranjita Naik, Besmira Nushi

October 2023

DOI Publication Video

Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products

Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton

American Geophysical Union Fall Meeting | December 2022

Publication

Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data

Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski

International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022

Publication Project Project

Distance-based Positive and Unlabeled Learning for Ranking

Hayden S. Helm, Amitabh Basu, Carey E. Priebe, Jonathan Larson, Marah I Abdin, Piali Choudhury, Weiwei Yang, Chris White

Pattern Recognition | October 2022

Publication