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Modern science emerged from reasoning over repeatedly-observed planetary motions.
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Rein, H. and Tamayo, D · 2015
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Think you have solved question answering? try arc, the ai2 reasoning challenge, 2018
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Array programming with NumPy
Harris, C. R., Millman, K. J., van der Walt, S. J., Gommers, R., Virtanen, P., Cournapeau, D., Wieser, E., Taylor, J., Berg, S., Smith, N. J., Kern, R., Picus, M., Hoyer, S., van Kerkwijk, M. H., Brett, M., Haldane, A., Fernández del Río, J., Wiebe, M., Peterson, P., Gérard-Marchant, P., Sheppard, K., Reddy, T., Weckesser, W., Abbasi, H., Gohlke, C., and Oliphant, T. E · 2020
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pandas development team, T · 2020
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Tamayo, D., Rein, H., Shi, P., and Hernandez, D. M · 2020
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SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python
Virtanen, P., Gommers, R., Oliphant, T. E., Haberland, M., Reddy, T., Cournapeau, D., Burovski, E., Peterson, P., Weckesser, W., Bright, J., van der Walt, S. J., Brett, M., Wilson, J., Millman, K. J., Mayorov, N., Nelson, A. R. J., Jones, E., Kern, R., Larson, E., Carey, C. J., Polat, İ., Feng, Y., Moore, E. W., VanderPlas, J., Laxalde, D., Perktold, J., Cimrman, R., Henriksen, I., Quintero, E. A., Harris, C. R., Archibald, A. M., Ribeiro, A. H., Pedregosa, F., van Mulbregt, P., and SciPy 1.0 Contributors · 2020
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Bowyer, C. M · 2021
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LangChain, October 2022
Chase, H · 2022
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Galactica: A large language model for science, 2022
Taylor, R., Kardas, M., Cucurull, G., Scialom, T., Hartshorn, A., Saravia, E., Poulton, A., Kerkez, V., and Stojnic, R · 2022
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Rediscovering orbital mechanics with machine learning
Lemos, P., Jeffrey, N., Cranmer, M., Ho, S., and Battaglia, P · 2023
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Gpqa: A graduate-level google-proof q&a benchmark, 2023
Rein, D., Hou, B. L., Stickland, A. C., Petty, J., Pang, R. Y., Dirani, J., Michael, J., and Bowman, S. R · 2023
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Yao, S., Zhao, J., Yu, D., Du, N., Shafran, I., Narasimhan, K., and Cao, Y · 2023
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Anthropic · 2024
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Discoverybench: Towards data-driven discovery with large language models, 2024
Majumder, B. P., Surana, H., Agarwal, D., Mishra, B. D., Meena, A., Prakhar, A., Vora, T., Khot, T., Sabharwal, A., and Clark, P · 2024
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Narayanan, S., Braza, J. D., Griffiths, R.-R., Ponnapati, M., Bou, A., Laurent, J., Kabeli, O., Wellawatte, G., Cox, S., Rodriques, S. G., and White, A. D · 2024
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Reddy, C. K. and Shojaee, P · 2024
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Siegel, Z. S., Kapoor, S., Nagdir, N., Stroebl, B., and Narayanan, A · 2024
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Openscholar: Synthesizing scientific literature with retrieval-augmented lms, 2024
Asai, A., He, J., Shao, R., Shi, W., Singh, A., Chang, J. C., Lo, K., Soldaini, L., Feldman, S., D’arcy, M., Wadden, D., Latzke, M., Tian, M., Ji, P., Liu, S., Tong, H., Wu, B., Xiong, Y., Zettlemoyer, L., Neubig, G., Weld, D., Downey, D., tau Yih, W., Koh, P. W., and Hajishirzi, H · 2024
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Baek, J., Jauhar, S. K., Cucerzan, S., and Hwang, S. J · 2024
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Large language monkeys: Scaling inference compute with repeated sampling, 2024
Brown, B., Juravsky, J., Ehrlich, R., Clark, R., Le, Q. V., Ré, C., and Mirhoseini, A · 2024
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Chen, Z., Chen, S., Ning, Y., Zhang, Q., Wang, B., Yu, B., Li, Y., Liao, Z., Wei, C., Lu, Z., Dey, V., Xue, M., Baker, F. N., Burns, B., Adu-Ampratwum, D., Huang, X., Ning, X., Gao, S., Su, Y., and Sun, H · 2024
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Chezelles, T. L. S. D., Gasse, M., Drouin, A., Caccia, M., Boisvert, L., Thakkar, M., Marty, T., Assouel, R., Shayegan, S. O., Jang, L. K., Lù, X. H., Yoran, O., Kong, D., Xu, F. F., Reddy, S., Cappart, Q., Neubig, G., Salakhutdinov, R., Chapados, N., and Lacoste, A · 2024
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Sciagents: Automating scientific discovery through multi-agent intelligent graph reasoning, 2024
Ghafarollahi, A. and Buehler, M. J · 2024
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Jansen, P., Côté, M.-A., Khot, T., Bransom, E., Mishra, B. D., Majumder, B. P., Tafjord, O., and Clark, P · 2024
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Sun, L., Luo, D., Ma, D., Zhao, Z., Chen, B., Shen, Z., Zhu, S., Chen, L., Chen, X., and Yu, K · 2024
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Scicode: A research coding benchmark curated by scientists, 2024
Tian, M., Gao, L., Zhang, S. D., Chen, X., Fan, C., Guo, X., Haas, R., Ji, P., Krongchon, K., Li, Y., Liu, S., Luo, D., Ma, Y., Tong, H., Trinh, K., Tian, C., Wang, Z., Wu, B., Xiong, Y., Yin, S., Zhu, M., Lieret, K., Lu, Y., Liu, G., Du, Y., Tao, T., Press, O., Callan, J., Huerta, E., and Peng, H · 2024
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Astromlab 1: Who wins astronomy jeopardy!?, 2024
Ting, Y.-S., Nguyen, T. D., Ghosal, T., Pan, R., Arora, H., Sun, Z., de Haan, T., Ramachandra, N., Wells, A., Madireddy, S., and Accomazzi, A · 2024
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Wijk, H., Lin, T., Becker, J., Jawhar, S., Parikh, N., Broadley, T., Chan, L., Chen, M., Clymer, J., Dhyani, J., Ericheva, E., Garcia, K., Goodrich, B., Jurkovic, N., Kinniment, M., Lajko, A., Nix, S., Sato, L., Saunders, W., Taran, M., West, B., and Barnes, E · 2024
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Textgrad: Automatic ”differentiation” via text, 2024
Yuksekgonul, M., Bianchi, F., Boen, J., Liu, S., Huang, Z., Guestrin, C., and Zou, J · 2024
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