MoA is All You Need: Building LLM Research Team using Mixture of Agents

Autor: Chen, Sandy, Zeng, Leqi, Raghunathan, Abhinav, Huang, Flora, Kim, Terrence C.

Large Language Models (LLMs) research in the financial domain is particularly complex due to the sheer number of approaches proposed in literature. Retrieval-Augmented Generation (RAG) has emerged as one of the leading methods in the sector due to it

Externí odkaz: http://arxiv.org/abs/2409.07487

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Contributors

Autor: Abe, Yuichiro, Abumi, Kuniyoshi, Al-Saiegh, Fadi, Allen, R. Todd, Anand, Neel, Atallah, Elias, Babadjouni, Robin, Bae, Hyun, Bakare, Adewale A., Baron, Eli M., Berg, Ari R., Berven, Sigurd H., Bilsky, Mark, Boody, Barrett S., Bray, Robert S., Butler, Alexander J., Chan, Julie L., Chang, Daniel, Choi, David, Chung, Andrew S., Coury, Josephine R., Crockard, H. Alan, Cuéllar, Jason M., Drennen, Alexis V., Duffy, Michael F., El Dafrawy, Mostafa H., Errico, Thomas J., Fassett, Daniel R., Fessler, Richard G., Finkel, Ryan A., Gabos, Peter G., Gabriel, Samy, Garfin, Steven R., Garlich, John, Ghobrial, George M., Glener, Steven R., Gonzalez, Glenn Arturo A., Gonzalez, Nestor R., Gussous, Yazeed, Hajewski, Christina, Hanna, George, Harrop, James S., Harrod, Christopher C., Hartman, Timothy J., Hasan, Saqib, Heller, Joshua E., Hersh, Andrew M., Hilibrand, Alan S., Hofstetter, Cristoph, Hu, Serena, Illingworth, Kenneth D., Ito, Manabu, Jacob, Kevin C., Jallo, Jack, Jamshidi, Aria M., Jeswani, Sunil P., Johnson, J. Patrick, Judy, Brendan F., Kahn, Max, Kasimian, Stepan, Kasliwal, Manish K., Kebaish, Khaled M., Kepler, Christopher K., Keshavarzi, Sassan, Khanna, Ryan, Kim, Sang D., Kim, Terrence T., Kong, Chris Y., Kowalski, Christopher A., Lanman, Todd H., Lee, Joon Y., Lenke, Lawrence G., Levene, Howard B., Long, William W., Maldaner, Nicolai, Massel, Dustin H., Mayo, Benjamin C., McCarthy, Michael H., McGee, Alan, Meade, Matthew H., Melamed, Hooman, Minissale, Nicholas J., Moon, Charles, Morrisette, Cole R., Mukherjee, Debraj, Nasser, Rani, NaPier, Zachary, Nie, James W., Nigh, Evan D., Nisson, Peyton L., Nomoto, Edward, Oyekan, Anthony A., Park, Don Y., Patel, Alpesh A., Patel, Madhav R., Phillips, Frank M., Porto, Guilherme, Pumarol, Diego J. Polanco, Prasad, Srinivas K., Qasba, Reyan K., Ramchandran, Subaraman, Rao, Rajeev, Ratliff, John K., Ross, Lindsey B., Rush, Augustus, III, Russo, Glenn S., Sabourin, Victor, Samuel, Andre M., Sasso, Rick C., Sayari, Arash J., Schievink, Wouter I., Schiraldi, Michael, Shamie, Arya N., Sharan, Alok D., Sharan, Ashwini, Shaw, Jeremy D., Singh, Kern, Singh, Varun, Skaggs, David L., Stephan, Stephen R., Styliaras, John C., Sullivan, T. Barrett, Tannoury, Chadi, Tannous, Oliver, Theodore, Nicholas, Traynelis, Vincent C., Tuchman, Alexander, Uddin, Syed A., Uribe, Juan S., Vaccaro, Alexander R., Vives, Michael J., Wainwright, John V., Walker, Corey T., Wang, Michael Y., Whang, Peter G., Wright, Neill M., Zielinski, Emily M., Zigler, Jack E., Zlomislic, Vinko

Publikováno v: In Operative Techniques: Spine Surgery Edition: Fourth Edition. 2025:vii-xii

151 - Deformity Surgery for Ankylosing Spondylitis

Autor: Ross, Lindsey, Lo, Victor P., Kim, Terrence T., Wallace, Daniel J., Weisman, Michael H., Johnson, J. Patrick

Publikováno v: In Benzel's Spine Surgery Edition: Fifth Edition. 2022:1301-1308