Melanie Kambadur

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 7

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Publications

Igor Molybog, Peter Albert, Moya Chen, Zachary DeVito, David Esiobu, Naman Goyal, Punit Singh Koura, Sharan Narang, Andrew Poulton, Ruan Silva, Binh Tang, Puxin Xu, Yuchen Zhang, Melanie Kambadur, Stephen Roller, Susan Zhang
A Theory on Adam Instability in Large-Scale Machine Learning. CoRR (2023)
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR (2023)
Morteza Behrooz, William Ngan, Joshua Lane, Giuliano Morse, Benjamin Babcock, Kurt Shuster, Mojtaba Komeili, Moya Chen, Melanie Kambadur, Y-Lan Boureau, Jason Weston
The HCI Aspects of Public Deployment of Research Chatbots: A User Study, Design Recommendations, and Open Challenges. CoRR (2023)
Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset. EMNLP (2022)
Eric Michael Smith, Melissa Hall, Melanie Kambadur, Eleonora Presani, Adina Williams
"I'm sorry to hear that": finding bias in language models with a holistic descriptor dataset. CoRR (2022)
Kurt Shuster, Jing Xu, Mojtaba Komeili, Da Ju, Eric Michael Smith, Stephen Roller, Megan Ung, Moya Chen, Kushal Arora, Joshua Lane, Morteza Behrooz, William Ngan, Spencer Poff, Naman Goyal, Arthur Szlam, Y-Lan Boureau, Melanie Kambadur, Jason Weston
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage. CoRR (2022)
Melanie Kambadur, Martha A. Kim
NRG-loops: adjusting power from within applications. CGO (2016)
Melanie Kambadur, Sunpyo Hong, Juan Cabral, Harish Patil, Chi-Keung Luk, Sohaib Sajid, Martha A. Kim
Fast Computational GPU Design with GT-Pin. IISWC (2015)
Melanie Kambadur, Kui Tang, Martha A. Kim
ParaShares: Finding the Important Basic Blocks in Multithreaded Programs. Euro-Par (2014)
Melanie Kambadur, Martha A. Kim
An experimental survey of energy management across the stack. OOPSLA (2014)
Melanie Kambadur, Kui Tang, Martha A. Kim
Parallel Block Vectors: Collection, Analysis, and Uses. IEEE Micro 33 (3) (2013)
Melanie Kambadur, Kui Tang, Joshua Lopez, Martha A. Kim
Parallel scaling properties from a basic block view. SIGMETRICS (2013)
Melanie Kambadur, Tipp Moseley, Rick Hank, Martha A. Kim
Measuring interference between live datacenter applications. SC (2012)
Melanie Kambadur, Kui Tang, Martha A. Kim
Harmony: Collection and analysis of parallel block vectors. ISCA (2012)