Abstract The Miocene epoch (23.03–5.33 Ma) was a time interval of global warmth, relative to today. Continental configurations and mountain topography transitioned toward modern conditions, and many flora and fauna evolved into the same taxa that exist today. Miocene climate was dynamic: long periods of early and late glaciation bracketed a ∼2 Myr greenhouse interval—the Miocene Climatic Optimum (MCO). Floras, faunas, ice sheets, precipitation,pCO2, and ocean and atmospheric circulation mostly (but not ubiquitously) covaried with these large changes in climate. With higher temperatures and moderately higherpCO2(∼400–600 ppm), the MCO has been suggested as a particularly appropriate analog for future climate scenarios, and for assessing the predictive accuracy of numerical climate models—the same models that are used to simulate future climate. Yet, Miocene conditions have proved difficult to reconcile with models. This implies either missing positive feedbacks in the models, a lack of knowledge of past climate forcings, or the need for re‐interpretation of proxies, which might mitigate the model‐data discrepancy. Our understanding of Miocene climatic, biogeochemical, and oceanic changes on broad spatial and temporal scales is still developing. New records documenting the physical, chemical, and biotic aspects of the Earth system are emerging, and together provide a more comprehensive understanding of this important time interval. Here, we review the state‐of‐the‐art in Miocene climate, ocean circulation, biogeochemical cycling, ice sheet dynamics, and biotic adaptation research as inferred through proxy observations and modeling studies.
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- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Title:
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
- Award ID(s):
- 1919321
- PAR ID:
- 10439876
- Author(s) / Creator(s):
- Srivastava, Aarohi; Rastogi, Abhinav; Rao, Abhishek; Shoeb, Abu Awal; Abid, Abubakar; Fisch, Adam; Brown, Adam R.; Santoro, Adam; Gupta, Aditya; Garriga-Alonso, Adri ; Kluska, Agnieszka; Lewkowycz, Aitor; Agarwal, Akshat; Power, Alethea; Ray, Alex; Warstadt, Alex; Kocurek, Alexander W.; Safaya, Ali; Tazarv, Ali; Xiang, Alicemore » ; Parrish, Alicia; Nie, Allen; Hussain, Aman; Askell, Amanda; Dsouza, Amanda; Slone, Ambrose; Rahane, Ameet; Iyer, Anantharaman S.; Andreassen, Anders Johan; Madotto, Andrea; Santilli, Andrea; M ; Dai, Andrew M.; La, Andrew; Lampinen, Andrew; Zou, Andy; Jiang, Angela; Chen, Angelica; Vuong, Anh; Gupta, Animesh; Gottardi, Anna; Norelli, Antonio; Venkatesh, Anu; Gholamidavoodi, Arash; Tabassum, Arfa; Menezes, Arul; Kirubarajan, Arun; Mullokandov, Asher; Sabharwal, Ashish; Herrick, Austin; Efrat, Avia; Erdem, Aykut; Karaka ; Roberts, B. Ryan; Loe, Bao Sheng; Zoph, Barret; Bojanowski, Bart ; \"O}zyurt, Batuhan ; Hedayatnia, Behnam; Neyshabur, Behnam; Inden, Benjamin; Stein, Benno; Ekmekci, Berk; Lin, Bill Yuchen; Howald, Blake; Orinion, Bryan; Diao, Cameron; Dour, Cameron; Stinson, Catherine; Argueta, Cedrick; Ferri, Cesar; Singh, Chandan; Rathkopf, Charles; Meng, Chenlin; Baral, Chitta; Wu, Chiyu; Callison-Burch, Chris; Waites, Christopher; Voigt, Christian; Manning, Christopher D.; Potts, Christopher; Ramirez, Cindy; Rivera, Clara E.; Siro, Clemencia; Raffel, Colin; Ashcraft, Courtney; Garbacea, Cristina; Sileo, Damien; Garrette, Dan; Hendrycks, Dan; Kilman, Dan; Roth, Dan; Freeman, C. Daniel; Khashabi, Daniel; Levy, Daniel; Gonz ; Perszyk, Danielle; Hernandez, Danny; Chen, Danqi; Ippolito, Daphne; Gilboa, Dar; Dohan, David; Drakard, David; Jurgens, David; Datta, Debajyoti; Ganguli, Deep; Emelin, Denis; Kleyko, Denis; Yuret, Deniz; Chen, Derek; Tam, Derek; Hupkes, Dieuwke; Misra, Diganta; Buzan, Dilyar; Mollo, Dimitri Coelho; Yang, Diyi; Lee, Dong-Ho; Schrader, Dylan; Shutova, Ekaterina; Cubuk, Ekin Dogus; Segal, Elad; Hagerman, Eleanor; Barnes, Elizabeth; Donoway, Elizabeth; Pavlick, Ellie; Rodol ; Lam, Emma; Chu, Eric; Tang, Eric; Erdem, Erkut; Chang, Ernie; Chi, Ethan A; Dyer, Ethan; Jerzak, Ethan; Kim, Ethan; Manyasi, Eunice Engefu; Zheltonozhskii, Evgenii; Xia, Fanyue; Siar, Fatemeh; Mart ; Happ ; Chollet, Francois; Rong, Frieda; Mishra, Gaurav; Winata, Genta Indra; Melo, Gerard de; Germ ; Parascandolo, Giambattista; Mariani, Giorgio; Wang, Gloria Xinyue; Jaimovitch-Lopez, Gonzalo; Betz, Gregor; Gur-Ari, Guy; Galijasevic, Hana; Kim, Hannah; Rashkin, Hannah; Hajishirzi, Hannaneh; Mehta, Harsh; Bogar, Hayden; Shevlin, Henry Francis; Schuetze, Hinrich; Yakura, Hiromu; Zhang, Hongming; Wong, Hugh Mee; Ng, Ian; Noble, Isaac; Jumelet, Jaap; Geissinger, Jack; Kernion, Jackson; Hilton, Jacob; Lee, Jaehoon; Jaime Fern ; Simon, James B; Koppel, James; Zheng, James; Zou, James; Kocon, Jan; Thompson, Jana; Wingfield, Janelle; Kaplan, Jared; Radom, Jarema; Sohl-Dickstein, Jascha; Phang, Jason; Wei, Jason; Yosinski, Jason; Novikova, Jekaterina; Bosscher, Jelle; Marsh, Jennifer; Kim, Jeremy; Taal, Jeroen; Engel, Jesse; Alabi, Jesujoba; Xu, Jiacheng; Song, Jiaming; Tang, Jillian; Waweru, Joan; Burden, John; Miller, John; John U. Balis; Batchelder, Jonathan; Berant, Jonathan; Frohberg, J ; Rozen, Jos; Hernandez-Orallo, Jose; Boudeman, Joseph; Guerr, Joseph; Jones, Joseph; Tenenbaum, Joshua B.; Rule, Joshua S.; Chua, Joyce; Kanclerz, Kamil; Livescu, Karen; Krauth, Karl; Gopalakrishnan, Karthik; Ignatyeva, Katerina; Markert, Katja; Dhole, Kaustubh; Gimpel, Kevin; Omondi, Kevin; Mathewson, Kory Wallace; Chiafullo, Kristen; Shkaruta, Ksenia; Shridhar, Kumar; McDonell, Kyle; Richardson, Kyle; Reynolds, Laria; Gao, Leo; Zhang, Li; Dugan, Liam; Qin, Lianhui; Contreras-Ochando, Lidia; Morency, Louis-Philippe; Moschella, Luca; Lam, Lucas; Noble, Lucy; Schmidt, Ludwig; He, Luheng; Oliveros-Col ; Metz, Luke; Senel, L ; Bosma, Maarten; Sap, Maarten; Hoeve, Maartje Ter; Farooqi, Maheen; Faruqui, Manaal; Mazeika, Mantas; Baturan, Marco; Marelli, Marco; Maru, Marco; Ramirez-Quintana, Maria Jose; Tolkiehn, Marie; Giulianelli, Mario; Lewis, Martha; Potthast, Martin; Leavitt, Matthew L; Hagen, Matthias; Schubert, M ; Baitemirova, Medina Orduna; Arnaud, Melody; McElrath, Melvin; Yee, Michael Andrew; Cohen, Michael; Gu, Michael; Ivanitskiy, Michael; Starritt, Michael; Strube, Michael; Sw ; Bevilacqua, Michele; Yasunaga, Michihiro; Kale, Mihir; Cain, Mike; Xu, Mimee; Suzgun, Mirac; Walker, Mitch; Tiwari, Mo; Bansal, Mohit; Aminnaseri, Moin; Geva, Mor; Gheini, Mozhdeh; T, Mukund Varma; Peng, Nanyun; Chi, Nathan Andrew; Lee, Nayeon; Krakover, Neta Gur-Ari; Cameron, Nicholas; Roberts, Nicholas; Doiron, Nick; Martinez, Nicole; Nangia, Nikita; Deckers, Niklas; Muennighoff, Niklas; Keskar, Nitish Shirish; Niveditha S. Iyer; Constant, Noah; Fiedel, Noah; Wen, Nuan; Zhang, Oliver; Agha, Omar; Elbaghdadi, Omar; Levy, Omer; Evans, Owain; Casares, Pablo Antonio; Doshi, Parth; Fung, Pascale; Liang, Paul Pu; Vicol, Paul; Alipoormolabashi, Pegah; Liao, Peiyuan; Liang, Percy; Chang, Peter W; Eckersley, Peter; Htut, Phu Mon; Hwang, Pinyu; Mi ; Patil, Piyush; Pezeshkpour, Pouya; Oli, Priti; Mei, Qiaozhu; Lyu, Qing; Chen, Qinlang; Banjade, Rabin; Rudolph, Rachel Etta; Gabriel, Raefer; Habacker, Rahel; Risco, Ramon; Rapha ; Garg, Rhythm; Barnes, Richard; Rif A. Saurous; Arakawa, Riku; Raymaekers, Robbe; Frank, Robert; Sikand, Rohan; Novak, Roman; Sitelew, Roman; Bras, Ronan Le; Liu, Rosanne; Jacobs, Rowan; Zhang, Rui; Salakhutdinov, Russ; Chi, Ryan Andrew; Lee, Seungjae Ryan; Stovall, Ryan; Teehan, Ryan; Yang, Rylan; Singh, Sahib; Saif M. Mohammad; Anand, Sajant; Dillavou, Sam; Shleifer, Sam; Wiseman, Sam; Gruetter, Samuel; Samuel R. Bowman; Schoenholz, Samuel Stern; Han, Sanghyun; Kwatra, Sanjeev; Rous, Sarah A.; Ghazarian, Sarik; Ghosh, Sayan; Casey, Sean; Bischoff, Sebastian; Gehrmann, Sebastian; Schuster, Sebastian; Sadeghi, Sepideh; Hamdan, Shadi; Zhou, Sharon; Srivastava, Shashank; Shi, Sherry; Singh, Shikhar; Asaadi, Shima; Gu, Shixiang Shane; Pachchigar, Shubh; Toshniwal, Shubham; Upadhyay, Shyam; Debnath, Shyamolima Shammie; Shakeri, Siamak; Thormeyer, Simon; Melzi, Simone; Reddy, Siva; Makini, Sneha Priscilla; Lee, Soo-Hwan; Torene, Spencer; Hatwar, Sriharsha; Dehaene, Stanislas; Divic, Stefan; Ermon, Stefano; Biderman, Stella; Lin, Stephanie; Prasad, Stephen; Piantadosi, Steven; Shieber, Stuart; Misherghi, Summer; Kiritchenko, Svetlana; Mishra, Swaroop; Linzen, Tal; Schuster, Tal; Li, Tao; Yu, Tao; Ali, Tariq; Hashimoto, Tatsunori; Wu, Te-Lin; Desbordes, Th ; Rothschild, Theodore; Phan, Thomas; Wang, Tianle; Nkinyili, Tiberius; Schick, Timo; Kornev, Timofei; Tunduny, Titus; Gerstenberg, Tobias; Chang, Trenton; Neeraj, Trishala; Khot, Tushar; Shultz, Tyler; Shaham, Uri; Misra, Vedant; Demberg, Vera; Nyamai, Victoria; Raunak, Vikas; Ramasesh, Vinay Venkatesh; prabhu, vinay uday; Padmakumar, Vishakh; Srikumar, Vivek; Fedus, William; Saunders, William; Zhang, William; Vossen, Wout; Ren, Xiang; Tong, Xiaoyu; Zhao, Xinran; Wu, Xinyi; Shen, Xudong; Yaghoobzadeh, Yadollah; Lakretz, Yair; Song, Yangqiu; Bahri, Yasaman; Choi, Yejin; Yang, Yichi; Hao, Yiding; Chen, Yifu; Belinkov, Yonatan; Hou, Yu; Hou, Yufang; Bai, Yuntao; Seid, Zachary; Zhao, Zhuoye; Wang, Zijian; Wang, Zijie J.; Wang, Zirui; Ziyi Wu « less
- Date Published:
- Journal Name:
- Transactions on machine learning research
- ISSN:
- 2835-8856
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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- MLA
Cite: MLA FormatSrivastava, Aarohi, Rastogi, Abhinav, Rao, Abhishek, Shoeb, Abu Awal, Abid, Abubakar, Fisch, Adam, Brown, Adam R., Santoro, Adam, Gupta, Aditya, Garriga-Alonso, Adri, Kluska, Agnieszka, Lewkowycz, Aitor, Agarwal, Akshat, Power, Alethea, Ray, Alex, Warstadt, Alex, Kocurek, Alexander W., Safaya, Ali, Tazarv, Ali, Xiang, Alice, Parrish, Alicia, Nie, Allen, Hussain, Aman, Askell, Amanda, Dsouza, Amanda, Slone, Ambrose, Rahane, Ameet, Iyer, Anantharaman S., Andreassen, Anders Johan, Madotto, Andrea, Santilli, Andrea, M, Dai, Andrew M., La, Andrew, Lampinen, Andrew, Zou, Andy, Jiang, Angela, Chen, Angelica, Vuong, Anh, Gupta, Animesh, Gottardi, Anna, Norelli, Antonio, Venkatesh, Anu, Gholamidavoodi, Arash, Tabassum, Arfa, Menezes, Arul, Kirubarajan, Arun, Mullokandov, Asher, Sabharwal, Ashish, Herrick, Austin, Efrat, Avia, Erdem, Aykut, Karaka, Roberts, B. Ryan, Loe, Bao Sheng, Zoph, Barret, Bojanowski, Bart, \"O}zyurt, Batuhan, Hedayatnia, Behnam, Neyshabur, Behnam, Inden, Benjamin, Stein, Benno, Ekmekci, Berk, Lin, Bill Yuchen, Howald, Blake, Orinion, Bryan, Diao, Cameron, Dour, Cameron, Stinson, Catherine, Argueta, Cedrick, Ferri, Cesar, Singh, Chandan, Rathkopf, Charles, Meng, Chenlin, Baral, Chitta, Wu, Chiyu, Callison-Burch, Chris, Waites, Christopher, Voigt, Christian, Manning, Christopher D., Potts, Christopher, Ramirez, Cindy, Rivera, Clara E., Siro, Clemencia, Raffel, Colin, Ashcraft, Courtney, Garbacea, Cristina, Sileo, Damien, Garrette, Dan, Hendrycks, Dan, Kilman, Dan, Roth, Dan, Freeman, C. Daniel, Khashabi, Daniel, Levy, Daniel, Gonz, Perszyk, Danielle, Hernandez, Danny, Chen, Danqi, Ippolito, Daphne, Gilboa, Dar, Dohan, David, Drakard, David, Jurgens, David, Datta, Debajyoti, Ganguli, Deep, Emelin, Denis, Kleyko, Denis, Yuret, Deniz, Chen, Derek, Tam, Derek, Hupkes, Dieuwke, Misra, Diganta, Buzan, Dilyar, Mollo, Dimitri Coelho, Yang, Diyi, Lee, Dong-Ho, Schrader, Dylan, Shutova, Ekaterina, Cubuk, Ekin Dogus, Segal, Elad, Hagerman, Eleanor, Barnes, Elizabeth, Donoway, Elizabeth, Pavlick, Ellie, Rodol, Lam, Emma, Chu, Eric, Tang, Eric, Erdem, Erkut, Chang, Ernie, Chi, Ethan A, Dyer, Ethan, Jerzak, Ethan, Kim, Ethan, Manyasi, Eunice Engefu, Zheltonozhskii, Evgenii, Xia, Fanyue, Siar, Fatemeh, Mart, Happ, Chollet, Francois, Rong, Frieda, Mishra, Gaurav, Winata, Genta Indra, Melo, Gerard de, Germ, Parascandolo, Giambattista, Mariani, Giorgio, Wang, Gloria Xinyue, Jaimovitch-Lopez, Gonzalo, Betz, Gregor, Gur-Ari, Guy, Galijasevic, Hana, Kim, Hannah, Rashkin, Hannah, Hajishirzi, Hannaneh, Mehta, Harsh, Bogar, Hayden, Shevlin, Henry Francis, Schuetze, Hinrich, Yakura, Hiromu, Zhang, Hongming, Wong, Hugh Mee, Ng, Ian, Noble, Isaac, Jumelet, Jaap, Geissinger, Jack, Kernion, Jackson, Hilton, Jacob, Lee, Jaehoon, Jaime Fern, Simon, James B, Koppel, James, Zheng, James, Zou, James, Kocon, Jan, Thompson, Jana, Wingfield, Janelle, Kaplan, Jared, Radom, Jarema, Sohl-Dickstein, Jascha, Phang, Jason, Wei, Jason, Yosinski, Jason, Novikova, Jekaterina, Bosscher, Jelle, Marsh, Jennifer, Kim, Jeremy, Taal, Jeroen, Engel, Jesse, Alabi, Jesujoba, Xu, Jiacheng, Song, Jiaming, Tang, Jillian, Waweru, Joan, Burden, John, Miller, John, John U. Balis, Batchelder, Jonathan, Berant, Jonathan, Frohberg, J, Rozen, Jos, Hernandez-Orallo, Jose, Boudeman, Joseph, Guerr, Joseph, Jones, Joseph, Tenenbaum, Joshua B., Rule, Joshua S., Chua, Joyce, Kanclerz, Kamil, Livescu, Karen, Krauth, Karl, Gopalakrishnan, Karthik, Ignatyeva, Katerina, Markert, Katja, Dhole, Kaustubh, Gimpel, Kevin, Omondi, Kevin, Mathewson, Kory Wallace, Chiafullo, Kristen, Shkaruta, Ksenia, Shridhar, Kumar, McDonell, Kyle, Richardson, Kyle, Reynolds, Laria, Gao, Leo, Zhang, Li, Dugan, Liam, Qin, Lianhui, Contreras-Ochando, Lidia, Morency, Louis-Philippe, Moschella, Luca, Lam, Lucas, Noble, Lucy, Schmidt, Ludwig, He, Luheng, Oliveros-Col, Metz, Luke, Senel, L, Bosma, Maarten, Sap, Maarten, Hoeve, Maartje Ter, Farooqi, Maheen, Faruqui, Manaal, Mazeika, Mantas, Baturan, Marco, Marelli, Marco, Maru, Marco, Ramirez-Quintana, Maria Jose, Tolkiehn, Marie, Giulianelli, Mario, Lewis, Martha, Potthast, Martin, Leavitt, Matthew L, Hagen, Matthias, Schubert, M, Baitemirova, Medina Orduna, Arnaud, Melody, McElrath, Melvin, Yee, Michael Andrew, Cohen, Michael, Gu, Michael, Ivanitskiy, Michael, Starritt, Michael, Strube, Michael, Sw, Bevilacqua, Michele, Yasunaga, Michihiro, Kale, Mihir, Cain, Mike, Xu, Mimee, Suzgun, Mirac, Walker, Mitch, Tiwari, Mo, Bansal, Mohit, Aminnaseri, Moin, Geva, Mor, Gheini, Mozhdeh, T, Mukund Varma, Peng, Nanyun, Chi, Nathan Andrew, Lee, Nayeon, Krakover, Neta Gur-Ari, Cameron, Nicholas, Roberts, Nicholas, Doiron, Nick, Martinez, Nicole, Nangia, Nikita, Deckers, Niklas, Muennighoff, Niklas, Keskar, Nitish Shirish, Niveditha S. Iyer, Constant, Noah, Fiedel, Noah, Wen, Nuan, Zhang, Oliver, Agha, Omar, Elbaghdadi, Omar, Levy, Omer, Evans, Owain, Casares, Pablo Antonio, Doshi, Parth, Fung, Pascale, Liang, Paul Pu, Vicol, Paul, Alipoormolabashi, Pegah, Liao, Peiyuan, Liang, Percy, Chang, Peter W, Eckersley, Peter, Htut, Phu Mon, Hwang, Pinyu, Mi, Patil, Piyush, Pezeshkpour, Pouya, Oli, Priti, Mei, Qiaozhu, Lyu, Qing, Chen, Qinlang, Banjade, Rabin, Rudolph, Rachel Etta, Gabriel, Raefer, Habacker, Rahel, Risco, Ramon, Rapha, Garg, Rhythm, Barnes, Richard, Rif A. Saurous, Arakawa, Riku, Raymaekers, Robbe, Frank, Robert, Sikand, Rohan, Novak, Roman, Sitelew, Roman, Bras, Ronan Le, Liu, Rosanne, Jacobs, Rowan, Zhang, Rui, Salakhutdinov, Russ, Chi, Ryan Andrew, Lee, Seungjae Ryan, Stovall, Ryan, Teehan, Ryan, Yang, Rylan, Singh, Sahib, Saif M. Mohammad, Anand, Sajant, Dillavou, Sam, Shleifer, Sam, Wiseman, Sam, Gruetter, Samuel, Samuel R. Bowman, Schoenholz, Samuel Stern, Han, Sanghyun, Kwatra, Sanjeev, Rous, Sarah A., Ghazarian, Sarik, Ghosh, Sayan, Casey, Sean, Bischoff, Sebastian, Gehrmann, Sebastian, Schuster, Sebastian, Sadeghi, Sepideh, Hamdan, Shadi, Zhou, Sharon, Srivastava, Shashank, Shi, Sherry, Singh, Shikhar, Asaadi, Shima, Gu, Shixiang Shane, Pachchigar, Shubh, Toshniwal, Shubham, Upadhyay, Shyam, Debnath, Shyamolima Shammie, Shakeri, Siamak, Thormeyer, Simon, Melzi, Simone, Reddy, Siva, Makini, Sneha Priscilla, Lee, Soo-Hwan, Torene, Spencer, Hatwar, Sriharsha, Dehaene, Stanislas, Divic, Stefan, Ermon, Stefano, Biderman, Stella, Lin, Stephanie, Prasad, Stephen, Piantadosi, Steven, Shieber, Stuart, Misherghi, Summer, Kiritchenko, Svetlana, Mishra, Swaroop, Linzen, Tal, Schuster, Tal, Li, Tao, Yu, Tao, Ali, Tariq, Hashimoto, Tatsunori, Wu, Te-Lin, Desbordes, Th, Rothschild, Theodore, Phan, Thomas, Wang, Tianle, Nkinyili, Tiberius, Schick, Timo, Kornev, Timofei, Tunduny, Titus, Gerstenberg, Tobias, Chang, Trenton, Neeraj, Trishala, Khot, Tushar, Shultz, Tyler, Shaham, Uri, Misra, Vedant, Demberg, Vera, Nyamai, Victoria, Raunak, Vikas, Ramasesh, Vinay Venkatesh, prabhu, vinay uday, Padmakumar, Vishakh, Srikumar, Vivek, Fedus, William, Saunders, William, Zhang, William, Vossen, Wout, Ren, Xiang, Tong, Xiaoyu, Zhao, Xinran, Wu, Xinyi, Shen, Xudong, Yaghoobzadeh, Yadollah, Lakretz, Yair, Song, Yangqiu, Bahri, Yasaman, Choi, Yejin, Yang, Yichi, Hao, Yiding, Chen, Yifu, Belinkov, Yonatan, Hou, Yu, Hou, Yufang, Bai, Yuntao, Seid, Zachary, Zhao, Zhuoye, Wang, Zijian, Wang, Zijie J., Wang, Zirui, and Ziyi Wu. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Retrieved from https://par.nsf.gov/biblio/10439876. Transactions on machine learning research .
- APA
Cite: APA FormatSrivastava, Aarohi, Rastogi, Abhinav, Rao, Abhishek, Shoeb, Abu Awal, Abid, Abubakar, Fisch, Adam, Brown, Adam R., Santoro, Adam, Gupta, Aditya, Garriga-Alonso, Adri, Kluska, Agnieszka, Lewkowycz, Aitor, Agarwal, Akshat, Power, Alethea, Ray, Alex, Warstadt, Alex, Kocurek, Alexander W., Safaya, Ali, Tazarv, Ali, Xiang, Alice, Parrish, Alicia, Nie, Allen, Hussain, Aman, Askell, Amanda, Dsouza, Amanda, Slone, Ambrose, Rahane, Ameet, Iyer, Anantharaman S., Andreassen, Anders Johan, Madotto, Andrea, Santilli, Andrea, M, Dai, Andrew M., La, Andrew, Lampinen, Andrew, Zou, Andy, Jiang, Angela, Chen, Angelica, Vuong, Anh, Gupta, Animesh, Gottardi, Anna, Norelli, Antonio, Venkatesh, Anu, Gholamidavoodi, Arash, Tabassum, Arfa, Menezes, Arul, Kirubarajan, Arun, Mullokandov, Asher, Sabharwal, Ashish, Herrick, Austin, Efrat, Avia, Erdem, Aykut, Karaka, Roberts, B. Ryan, Loe, Bao Sheng, Zoph, Barret, Bojanowski, Bart, \"O}zyurt, Batuhan, Hedayatnia, Behnam, Neyshabur, Behnam, Inden, Benjamin, Stein, Benno, Ekmekci, Berk, Lin, Bill Yuchen, Howald, Blake, Orinion, Bryan, Diao, Cameron, Dour, Cameron, Stinson, Catherine, Argueta, Cedrick, Ferri, Cesar, Singh, Chandan, Rathkopf, Charles, Meng, Chenlin, Baral, Chitta, Wu, Chiyu, Callison-Burch, Chris, Waites, Christopher, Voigt, Christian, Manning, Christopher D., Potts, Christopher, Ramirez, Cindy, Rivera, Clara E., Siro, Clemencia, Raffel, Colin, Ashcraft, Courtney, Garbacea, Cristina, Sileo, Damien, Garrette, Dan, Hendrycks, Dan, Kilman, Dan, Roth, Dan, Freeman, C. Daniel, Khashabi, Daniel, Levy, Daniel, Gonz, Perszyk, Danielle, Hernandez, Danny, Chen, Danqi, Ippolito, Daphne, Gilboa, Dar, Dohan, David, Drakard, David, Jurgens, David, Datta, Debajyoti, Ganguli, Deep, Emelin, Denis, Kleyko, Denis, Yuret, Deniz, Chen, Derek, Tam, Derek, Hupkes, Dieuwke, Misra, Diganta, Buzan, Dilyar, Mollo, Dimitri Coelho, Yang, Diyi, Lee, Dong-Ho, Schrader, Dylan, Shutova, Ekaterina, Cubuk, Ekin Dogus, Segal, Elad, Hagerman, Eleanor, Barnes, Elizabeth, Donoway, Elizabeth, Pavlick, Ellie, Rodol, Lam, Emma, Chu, Eric, Tang, Eric, Erdem, Erkut, Chang, Ernie, Chi, Ethan A, Dyer, Ethan, Jerzak, Ethan, Kim, Ethan, Manyasi, Eunice Engefu, Zheltonozhskii, Evgenii, Xia, Fanyue, Siar, Fatemeh, Mart, Happ, Chollet, Francois, Rong, Frieda, Mishra, Gaurav, Winata, Genta Indra, Melo, Gerard de, Germ, Parascandolo, Giambattista, Mariani, Giorgio, Wang, Gloria Xinyue, Jaimovitch-Lopez, Gonzalo, Betz, Gregor, Gur-Ari, Guy, Galijasevic, Hana, Kim, Hannah, Rashkin, Hannah, Hajishirzi, Hannaneh, Mehta, Harsh, Bogar, Hayden, Shevlin, Henry Francis, Schuetze, Hinrich, Yakura, Hiromu, Zhang, Hongming, Wong, Hugh Mee, Ng, Ian, Noble, Isaac, Jumelet, Jaap, Geissinger, Jack, Kernion, Jackson, Hilton, Jacob, Lee, Jaehoon, Jaime Fern, Simon, James B, Koppel, James, Zheng, James, Zou, James, Kocon, Jan, Thompson, Jana, Wingfield, Janelle, Kaplan, Jared, Radom, Jarema, Sohl-Dickstein, Jascha, Phang, Jason, Wei, Jason, Yosinski, Jason, Novikova, Jekaterina, Bosscher, Jelle, Marsh, Jennifer, Kim, Jeremy, Taal, Jeroen, Engel, Jesse, Alabi, Jesujoba, Xu, Jiacheng, Song, Jiaming, Tang, Jillian, Waweru, Joan, Burden, John, Miller, John, John U. Balis, Batchelder, Jonathan, Berant, Jonathan, Frohberg, J, Rozen, Jos, Hernandez-Orallo, Jose, Boudeman, Joseph, Guerr, Joseph, Jones, Joseph, Tenenbaum, Joshua B., Rule, Joshua S., Chua, Joyce, Kanclerz, Kamil, Livescu, Karen, Krauth, Karl, Gopalakrishnan, Karthik, Ignatyeva, Katerina, Markert, Katja, Dhole, Kaustubh, Gimpel, Kevin, Omondi, Kevin, Mathewson, Kory Wallace, Chiafullo, Kristen, Shkaruta, Ksenia, Shridhar, Kumar, McDonell, Kyle, Richardson, Kyle, Reynolds, Laria, Gao, Leo, Zhang, Li, Dugan, Liam, Qin, Lianhui, Contreras-Ochando, Lidia, Morency, Louis-Philippe, Moschella, Luca, Lam, Lucas, Noble, Lucy, Schmidt, Ludwig, He, Luheng, Oliveros-Col, Metz, Luke, Senel, L, Bosma, Maarten, Sap, Maarten, Hoeve, Maartje Ter, Farooqi, Maheen, Faruqui, Manaal, Mazeika, Mantas, Baturan, Marco, Marelli, Marco, Maru, Marco, Ramirez-Quintana, Maria Jose, Tolkiehn, Marie, Giulianelli, Mario, Lewis, Martha, Potthast, Martin, Leavitt, Matthew L, Hagen, Matthias, Schubert, M, Baitemirova, Medina Orduna, Arnaud, Melody, McElrath, Melvin, Yee, Michael Andrew, Cohen, Michael, Gu, Michael, Ivanitskiy, Michael, Starritt, Michael, Strube, Michael, Sw, Bevilacqua, Michele, Yasunaga, Michihiro, Kale, Mihir, Cain, Mike, Xu, Mimee, Suzgun, Mirac, Walker, Mitch, Tiwari, Mo, Bansal, Mohit, Aminnaseri, Moin, Geva, Mor, Gheini, Mozhdeh, T, Mukund Varma, Peng, Nanyun, Chi, Nathan Andrew, Lee, Nayeon, Krakover, Neta Gur-Ari, Cameron, Nicholas, Roberts, Nicholas, Doiron, Nick, Martinez, Nicole, Nangia, Nikita, Deckers, Niklas, Muennighoff, Niklas, Keskar, Nitish Shirish, Niveditha S. Iyer, Constant, Noah, Fiedel, Noah, Wen, Nuan, Zhang, Oliver, Agha, Omar, Elbaghdadi, Omar, Levy, Omer, Evans, Owain, Casares, Pablo Antonio, Doshi, Parth, Fung, Pascale, Liang, Paul Pu, Vicol, Paul, Alipoormolabashi, Pegah, Liao, Peiyuan, Liang, Percy, Chang, Peter W, Eckersley, Peter, Htut, Phu Mon, Hwang, Pinyu, Mi, Patil, Piyush, Pezeshkpour, Pouya, Oli, Priti, Mei, Qiaozhu, Lyu, Qing, Chen, Qinlang, Banjade, Rabin, Rudolph, Rachel Etta, Gabriel, Raefer, Habacker, Rahel, Risco, Ramon, Rapha, Garg, Rhythm, Barnes, Richard, Rif A. Saurous, Arakawa, Riku, Raymaekers, Robbe, Frank, Robert, Sikand, Rohan, Novak, Roman, Sitelew, Roman, Bras, Ronan Le, Liu, Rosanne, Jacobs, Rowan, Zhang, Rui, Salakhutdinov, Russ, Chi, Ryan Andrew, Lee, Seungjae Ryan, Stovall, Ryan, Teehan, Ryan, Yang, Rylan, Singh, Sahib, Saif M. Mohammad, Anand, Sajant, Dillavou, Sam, Shleifer, Sam, Wiseman, Sam, Gruetter, Samuel, Samuel R. Bowman, Schoenholz, Samuel Stern, Han, Sanghyun, Kwatra, Sanjeev, Rous, Sarah A., Ghazarian, Sarik, Ghosh, Sayan, Casey, Sean, Bischoff, Sebastian, Gehrmann, Sebastian, Schuster, Sebastian, Sadeghi, Sepideh, Hamdan, Shadi, Zhou, Sharon, Srivastava, Shashank, Shi, Sherry, Singh, Shikhar, Asaadi, Shima, Gu, Shixiang Shane, Pachchigar, Shubh, Toshniwal, Shubham, Upadhyay, Shyam, Debnath, Shyamolima Shammie, Shakeri, Siamak, Thormeyer, Simon, Melzi, Simone, Reddy, Siva, Makini, Sneha Priscilla, Lee, Soo-Hwan, Torene, Spencer, Hatwar, Sriharsha, Dehaene, Stanislas, Divic, Stefan, Ermon, Stefano, Biderman, Stella, Lin, Stephanie, Prasad, Stephen, Piantadosi, Steven, Shieber, Stuart, Misherghi, Summer, Kiritchenko, Svetlana, Mishra, Swaroop, Linzen, Tal, Schuster, Tal, Li, Tao, Yu, Tao, Ali, Tariq, Hashimoto, Tatsunori, Wu, Te-Lin, Desbordes, Th, Rothschild, Theodore, Phan, Thomas, Wang, Tianle, Nkinyili, Tiberius, Schick, Timo, Kornev, Timofei, Tunduny, Titus, Gerstenberg, Tobias, Chang, Trenton, Neeraj, Trishala, Khot, Tushar, Shultz, Tyler, Shaham, Uri, Misra, Vedant, Demberg, Vera, Nyamai, Victoria, Raunak, Vikas, Ramasesh, Vinay Venkatesh, prabhu, vinay uday, Padmakumar, Vishakh, Srikumar, Vivek, Fedus, William, Saunders, William, Zhang, William, Vossen, Wout, Ren, Xiang, Tong, Xiaoyu, Zhao, Xinran, Wu, Xinyi, Shen, Xudong, Yaghoobzadeh, Yadollah, Lakretz, Yair, Song, Yangqiu, Bahri, Yasaman, Choi, Yejin, Yang, Yichi, Hao, Yiding, Chen, Yifu, Belinkov, Yonatan, Hou, Yu, Hou, Yufang, Bai, Yuntao, Seid, Zachary, Zhao, Zhuoye, Wang, Zijian, Wang, Zijie J., Wang, Zirui, & Ziyi Wu. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Transactions on machine learning research, (). Retrieved from https://par.nsf.gov/biblio/10439876.
- Chicago
Cite: Chicago FormatSrivastava, Aarohi, Rastogi, Abhinav, Rao, Abhishek, Shoeb, Abu Awal, Abid, Abubakar, Fisch, Adam, Brown, Adam R., Santoro, Adam, Gupta, Aditya, Garriga-Alonso, Adri, Kluska, Agnieszka, Lewkowycz, Aitor, Agarwal, Akshat, Power, Alethea, Ray, Alex, Warstadt, Alex, Kocurek, Alexander W., Safaya, Ali, Tazarv, Ali, Xiang, Alice, Parrish, Alicia, Nie, Allen, Hussain, Aman, Askell, Amanda, Dsouza, Amanda, Slone, Ambrose, Rahane, Ameet, Iyer, Anantharaman S., Andreassen, Anders Johan, Madotto, Andrea, Santilli, Andrea, M, Dai, Andrew M., La, Andrew, Lampinen, Andrew, Zou, Andy, Jiang, Angela, Chen, Angelica, Vuong, Anh, Gupta, Animesh, Gottardi, Anna, Norelli, Antonio, Venkatesh, Anu, Gholamidavoodi, Arash, Tabassum, Arfa, Menezes, Arul, Kirubarajan, Arun, Mullokandov, Asher, Sabharwal, Ashish, Herrick, Austin, Efrat, Avia, Erdem, Aykut, Karaka, Roberts, B. Ryan, Loe, Bao Sheng, Zoph, Barret, Bojanowski, Bart, \"O}zyurt, Batuhan, Hedayatnia, Behnam, Neyshabur, Behnam, Inden, Benjamin, Stein, Benno, Ekmekci, Berk, Lin, Bill Yuchen, Howald, Blake, Orinion, Bryan, Diao, Cameron, Dour, Cameron, Stinson, Catherine, Argueta, Cedrick, Ferri, Cesar, Singh, Chandan, Rathkopf, Charles, Meng, Chenlin, Baral, Chitta, Wu, Chiyu, Callison-Burch, Chris, Waites, Christopher, Voigt, Christian, Manning, Christopher D., Potts, Christopher, Ramirez, Cindy, Rivera, Clara E., Siro, Clemencia, Raffel, Colin, Ashcraft, Courtney, Garbacea, Cristina, Sileo, Damien, Garrette, Dan, Hendrycks, Dan, Kilman, Dan, Roth, Dan, Freeman, C. Daniel, Khashabi, Daniel, Levy, Daniel, Gonz, Perszyk, Danielle, Hernandez, Danny, Chen, Danqi, Ippolito, Daphne, Gilboa, Dar, Dohan, David, Drakard, David, Jurgens, David, Datta, Debajyoti, Ganguli, Deep, Emelin, Denis, Kleyko, Denis, Yuret, Deniz, Chen, Derek, Tam, Derek, Hupkes, Dieuwke, Misra, Diganta, Buzan, Dilyar, Mollo, Dimitri Coelho, Yang, Diyi, Lee, Dong-Ho, Schrader, Dylan, Shutova, Ekaterina, Cubuk, Ekin Dogus, Segal, Elad, Hagerman, Eleanor, Barnes, Elizabeth, Donoway, Elizabeth, Pavlick, Ellie, Rodol, Lam, Emma, Chu, Eric, Tang, Eric, Erdem, Erkut, Chang, Ernie, Chi, Ethan A, Dyer, Ethan, Jerzak, Ethan, Kim, Ethan, Manyasi, Eunice Engefu, Zheltonozhskii, Evgenii, Xia, Fanyue, Siar, Fatemeh, Mart, Happ, Chollet, Francois, Rong, Frieda, Mishra, Gaurav, Winata, Genta Indra, Melo, Gerard de, Germ, Parascandolo, Giambattista, Mariani, Giorgio, Wang, Gloria Xinyue, Jaimovitch-Lopez, Gonzalo, Betz, Gregor, Gur-Ari, Guy, Galijasevic, Hana, Kim, Hannah, Rashkin, Hannah, Hajishirzi, Hannaneh, Mehta, Harsh, Bogar, Hayden, Shevlin, Henry Francis, Schuetze, Hinrich, Yakura, Hiromu, Zhang, Hongming, Wong, Hugh Mee, Ng, Ian, Noble, Isaac, Jumelet, Jaap, Geissinger, Jack, Kernion, Jackson, Hilton, Jacob, Lee, Jaehoon, Jaime Fern, Simon, James B, Koppel, James, Zheng, James, Zou, James, Kocon, Jan, Thompson, Jana, Wingfield, Janelle, Kaplan, Jared, Radom, Jarema, Sohl-Dickstein, Jascha, Phang, Jason, Wei, Jason, Yosinski, Jason, Novikova, Jekaterina, Bosscher, Jelle, Marsh, Jennifer, Kim, Jeremy, Taal, Jeroen, Engel, Jesse, Alabi, Jesujoba, Xu, Jiacheng, Song, Jiaming, Tang, Jillian, Waweru, Joan, Burden, John, Miller, John, John U. Balis, Batchelder, Jonathan, Berant, Jonathan, Frohberg, J, Rozen, Jos, Hernandez-Orallo, Jose, Boudeman, Joseph, Guerr, Joseph, Jones, Joseph, Tenenbaum, Joshua B., Rule, Joshua S., Chua, Joyce, Kanclerz, Kamil, Livescu, Karen, Krauth, Karl, Gopalakrishnan, Karthik, Ignatyeva, Katerina, Markert, Katja, Dhole, Kaustubh, Gimpel, Kevin, Omondi, Kevin, Mathewson, Kory Wallace, Chiafullo, Kristen, Shkaruta, Ksenia, Shridhar, Kumar, McDonell, Kyle, Richardson, Kyle, Reynolds, Laria, Gao, Leo, Zhang, Li, Dugan, Liam, Qin, Lianhui, Contreras-Ochando, Lidia, Morency, Louis-Philippe, Moschella, Luca, Lam, Lucas, Noble, Lucy, Schmidt, Ludwig, He, Luheng, Oliveros-Col, Metz, Luke, Senel, L, Bosma, Maarten, Sap, Maarten, Hoeve, Maartje Ter, Farooqi, Maheen, Faruqui, Manaal, Mazeika, Mantas, Baturan, Marco, Marelli, Marco, Maru, Marco, Ramirez-Quintana, Maria Jose, Tolkiehn, Marie, Giulianelli, Mario, Lewis, Martha, Potthast, Martin, Leavitt, Matthew L, Hagen, Matthias, Schubert, M, Baitemirova, Medina Orduna, Arnaud, Melody, McElrath, Melvin, Yee, Michael Andrew, Cohen, Michael, Gu, Michael, Ivanitskiy, Michael, Starritt, Michael, Strube, Michael, Sw, Bevilacqua, Michele, Yasunaga, Michihiro, Kale, Mihir, Cain, Mike, Xu, Mimee, Suzgun, Mirac, Walker, Mitch, Tiwari, Mo, Bansal, Mohit, Aminnaseri, Moin, Geva, Mor, Gheini, Mozhdeh, T, Mukund Varma, Peng, Nanyun, Chi, Nathan Andrew, Lee, Nayeon, Krakover, Neta Gur-Ari, Cameron, Nicholas, Roberts, Nicholas, Doiron, Nick, Martinez, Nicole, Nangia, Nikita, Deckers, Niklas, Muennighoff, Niklas, Keskar, Nitish Shirish, Niveditha S. Iyer, Constant, Noah, Fiedel, Noah, Wen, Nuan, Zhang, Oliver, Agha, Omar, Elbaghdadi, Omar, Levy, Omer, Evans, Owain, Casares, Pablo Antonio, Doshi, Parth, Fung, Pascale, Liang, Paul Pu, Vicol, Paul, Alipoormolabashi, Pegah, Liao, Peiyuan, Liang, Percy, Chang, Peter W, Eckersley, Peter, Htut, Phu Mon, Hwang, Pinyu, Mi, Patil, Piyush, Pezeshkpour, Pouya, Oli, Priti, Mei, Qiaozhu, Lyu, Qing, Chen, Qinlang, Banjade, Rabin, Rudolph, Rachel Etta, Gabriel, Raefer, Habacker, Rahel, Risco, Ramon, Rapha, Garg, Rhythm, Barnes, Richard, Rif A. Saurous, Arakawa, Riku, Raymaekers, Robbe, Frank, Robert, Sikand, Rohan, Novak, Roman, Sitelew, Roman, Bras, Ronan Le, Liu, Rosanne, Jacobs, Rowan, Zhang, Rui, Salakhutdinov, Russ, Chi, Ryan Andrew, Lee, Seungjae Ryan, Stovall, Ryan, Teehan, Ryan, Yang, Rylan, Singh, Sahib, Saif M. Mohammad, Anand, Sajant, Dillavou, Sam, Shleifer, Sam, Wiseman, Sam, Gruetter, Samuel, Samuel R. Bowman, Schoenholz, Samuel Stern, Han, Sanghyun, Kwatra, Sanjeev, Rous, Sarah A., Ghazarian, Sarik, Ghosh, Sayan, Casey, Sean, Bischoff, Sebastian, Gehrmann, Sebastian, Schuster, Sebastian, Sadeghi, Sepideh, Hamdan, Shadi, Zhou, Sharon, Srivastava, Shashank, Shi, Sherry, Singh, Shikhar, Asaadi, Shima, Gu, Shixiang Shane, Pachchigar, Shubh, Toshniwal, Shubham, Upadhyay, Shyam, Debnath, Shyamolima Shammie, Shakeri, Siamak, Thormeyer, Simon, Melzi, Simone, Reddy, Siva, Makini, Sneha Priscilla, Lee, Soo-Hwan, Torene, Spencer, Hatwar, Sriharsha, Dehaene, Stanislas, Divic, Stefan, Ermon, Stefano, Biderman, Stella, Lin, Stephanie, Prasad, Stephen, Piantadosi, Steven, Shieber, Stuart, Misherghi, Summer, Kiritchenko, Svetlana, Mishra, Swaroop, Linzen, Tal, Schuster, Tal, Li, Tao, Yu, Tao, Ali, Tariq, Hashimoto, Tatsunori, Wu, Te-Lin, Desbordes, Th, Rothschild, Theodore, Phan, Thomas, Wang, Tianle, Nkinyili, Tiberius, Schick, Timo, Kornev, Timofei, Tunduny, Titus, Gerstenberg, Tobias, Chang, Trenton, Neeraj, Trishala, Khot, Tushar, Shultz, Tyler, Shaham, Uri, Misra, Vedant, Demberg, Vera, Nyamai, Victoria, Raunak, Vikas, Ramasesh, Vinay Venkatesh, prabhu, vinay uday, Padmakumar, Vishakh, Srikumar, Vivek, Fedus, William, Saunders, William, Zhang, William, Vossen, Wout, Ren, Xiang, Tong, Xiaoyu, Zhao, Xinran, Wu, Xinyi, Shen, Xudong, Yaghoobzadeh, Yadollah, Lakretz, Yair, Song, Yangqiu, Bahri, Yasaman, Choi, Yejin, Yang, Yichi, Hao, Yiding, Chen, Yifu, Belinkov, Yonatan, Hou, Yu, Hou, Yufang, Bai, Yuntao, Seid, Zachary, Zhao, Zhuoye, Wang, Zijian, Wang, Zijie J., Wang, Zirui, and Ziyi Wu. "Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models". Transactions on machine learning research (). Country unknown/Code not available. https://par.nsf.gov/biblio/10439876.
- BibTeX
Cite: BibTeX Format@article{osti_10439876,
place = {Country unknown/Code not available}, title = {Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models}, url = {https://par.nsf.gov/biblio/10439876}, abstractNote = {}, journal = {Transactions on machine learning research}, author = {Srivastava, Aarohi and Rastogi, Abhinav and Rao, Abhishek and Shoeb, Abu Awal and Abid, Abubakar and Fisch, Adam and Brown, Adam R. and Santoro, Adam and Gupta, Aditya and Garriga-Alonso, Adri and Kluska, Agnieszka and Lewkowycz, Aitor and Agarwal, Akshat and Power, Alethea and Ray, Alex and Warstadt, Alex and Kocurek, Alexander W. and Safaya, Ali and Tazarv, Ali and Xiang, Alice and Parrish, Alicia and Nie, Allen and Hussain, Aman and Askell, Amanda and Dsouza, Amanda and Slone, Ambrose and Rahane, Ameet and Iyer, Anantharaman S. and Andreassen, Anders Johan and Madotto, Andrea and Santilli, Andrea and M and Dai, Andrew M. and La, Andrew and Lampinen, Andrew and Zou, Andy and Jiang, Angela and Chen, Angelica and Vuong, Anh and Gupta, Animesh and Gottardi, Anna and Norelli, Antonio and Venkatesh, Anu and Gholamidavoodi, Arash and Tabassum, Arfa and Menezes, Arul and Kirubarajan, Arun and Mullokandov, Asher and Sabharwal, Ashish and Herrick, Austin and Efrat, Avia and Erdem, Aykut and Karaka and Roberts, B. Ryan and Loe, Bao Sheng and Zoph, Barret and Bojanowski, Bart and \"O}zyurt, Batuhan and Hedayatnia, Behnam and Neyshabur, Behnam and Inden, Benjamin and Stein, Benno and Ekmekci, Berk and Lin, Bill Yuchen and Howald, Blake and Orinion, Bryan and Diao, Cameron and Dour, Cameron and Stinson, Catherine and Argueta, Cedrick and Ferri, Cesar and Singh, Chandan and Rathkopf, Charles and Meng, Chenlin and Baral, Chitta and Wu, Chiyu and Callison-Burch, Chris and Waites, Christopher and Voigt, Christian and Manning, Christopher D. and Potts, Christopher and Ramirez, Cindy and Rivera, Clara E. and Siro, Clemencia and Raffel, Colin and Ashcraft, Courtney and Garbacea, Cristina and Sileo, Damien and Garrette, Dan and Hendrycks, Dan and Kilman, Dan and Roth, Dan and Freeman, C. Daniel and Khashabi, Daniel and Levy, Daniel and Gonz and Perszyk, Danielle and Hernandez, Danny and Chen, Danqi and Ippolito, Daphne and Gilboa, Dar and Dohan, David and Drakard, David and Jurgens, David and Datta, Debajyoti and Ganguli, Deep and Emelin, Denis and Kleyko, Denis and Yuret, Deniz and Chen, Derek and Tam, Derek and Hupkes, Dieuwke and Misra, Diganta and Buzan, Dilyar and Mollo, Dimitri Coelho and Yang, Diyi and Lee, Dong-Ho and Schrader, Dylan and Shutova, Ekaterina and Cubuk, Ekin Dogus and Segal, Elad and Hagerman, Eleanor and Barnes, Elizabeth and Donoway, Elizabeth and Pavlick, Ellie and Rodol and Lam, Emma and Chu, Eric and Tang, Eric and Erdem, Erkut and Chang, Ernie and Chi, Ethan A and Dyer, Ethan and Jerzak, Ethan and Kim, Ethan and Manyasi, Eunice Engefu and Zheltonozhskii, Evgenii and Xia, Fanyue and Siar, Fatemeh and Mart and Happ and Chollet, Francois and Rong, Frieda and Mishra, Gaurav and Winata, Genta Indra and Melo, Gerard de and Germ and Parascandolo, Giambattista and Mariani, Giorgio and Wang, Gloria Xinyue and Jaimovitch-Lopez, Gonzalo and Betz, Gregor and Gur-Ari, Guy and Galijasevic, Hana and Kim, Hannah and Rashkin, Hannah and Hajishirzi, Hannaneh and Mehta, Harsh and Bogar, Hayden and Shevlin, Henry Francis and Schuetze, Hinrich and Yakura, Hiromu and Zhang, Hongming and Wong, Hugh Mee and Ng, Ian and Noble, Isaac and Jumelet, Jaap and Geissinger, Jack and Kernion, Jackson and Hilton, Jacob and Lee, Jaehoon and Jaime Fern and Simon, James B and Koppel, James and Zheng, James and Zou, James and Kocon, Jan and Thompson, Jana and Wingfield, Janelle and Kaplan, Jared and Radom, Jarema and Sohl-Dickstein, Jascha and Phang, Jason and Wei, Jason and Yosinski, Jason and Novikova, Jekaterina and Bosscher, Jelle and Marsh, Jennifer and Kim, Jeremy and Taal, Jeroen and Engel, Jesse and Alabi, Jesujoba and Xu, Jiacheng and Song, Jiaming and Tang, Jillian and Waweru, Joan and Burden, John and Miller, John and John U. Balis and Batchelder, Jonathan and Berant, Jonathan and Frohberg, J and Rozen, Jos and Hernandez-Orallo, Jose and Boudeman, Joseph and Guerr, Joseph and Jones, Joseph and Tenenbaum, Joshua B. and Rule, Joshua S. and Chua, Joyce and Kanclerz, Kamil and Livescu, Karen and Krauth, Karl and Gopalakrishnan, Karthik and Ignatyeva, Katerina and Markert, Katja and Dhole, Kaustubh and Gimpel, Kevin and Omondi, Kevin and Mathewson, Kory Wallace and Chiafullo, Kristen and Shkaruta, Ksenia and Shridhar, Kumar and McDonell, Kyle and Richardson, Kyle and Reynolds, Laria and Gao, Leo and Zhang, Li and Dugan, Liam and Qin, Lianhui and Contreras-Ochando, Lidia and Morency, Louis-Philippe and Moschella, Luca and Lam, Lucas and Noble, Lucy and Schmidt, Ludwig and He, Luheng and Oliveros-Col and Metz, Luke and Senel, L and Bosma, Maarten and Sap, Maarten and Hoeve, Maartje Ter and Farooqi, Maheen and Faruqui, Manaal and Mazeika, Mantas and Baturan, Marco and Marelli, Marco and Maru, Marco and Ramirez-Quintana, Maria Jose and Tolkiehn, Marie and Giulianelli, Mario and Lewis, Martha and Potthast, Martin and Leavitt, Matthew L and Hagen, Matthias and Schubert, M and Baitemirova, Medina Orduna and Arnaud, Melody and McElrath, Melvin and Yee, Michael Andrew and Cohen, Michael and Gu, Michael and Ivanitskiy, Michael and Starritt, Michael and Strube, Michael and Sw and Bevilacqua, Michele and Yasunaga, Michihiro and Kale, Mihir and Cain, Mike and Xu, Mimee and Suzgun, Mirac and Walker, Mitch and Tiwari, Mo and Bansal, Mohit and Aminnaseri, Moin and Geva, Mor and Gheini, Mozhdeh and T, Mukund Varma and Peng, Nanyun and Chi, Nathan Andrew and Lee, Nayeon and Krakover, Neta Gur-Ari and Cameron, Nicholas and Roberts, Nicholas and Doiron, Nick and Martinez, Nicole and Nangia, Nikita and Deckers, Niklas and Muennighoff, Niklas and Keskar, Nitish Shirish and Niveditha S. Iyer and Constant, Noah and Fiedel, Noah and Wen, Nuan and Zhang, Oliver and Agha, Omar and Elbaghdadi, Omar and Levy, Omer and Evans, Owain and Casares, Pablo Antonio and Doshi, Parth and Fung, Pascale and Liang, Paul Pu and Vicol, Paul and Alipoormolabashi, Pegah and Liao, Peiyuan and Liang, Percy and Chang, Peter W and Eckersley, Peter and Htut, Phu Mon and Hwang, Pinyu and Mi and Patil, Piyush and Pezeshkpour, Pouya and Oli, Priti and Mei, Qiaozhu and Lyu, Qing and Chen, Qinlang and Banjade, Rabin and Rudolph, Rachel Etta and Gabriel, Raefer and Habacker, Rahel and Risco, Ramon and Rapha and Garg, Rhythm and Barnes, Richard and Rif A. Saurous and Arakawa, Riku and Raymaekers, Robbe and Frank, Robert and Sikand, Rohan and Novak, Roman and Sitelew, Roman and Bras, Ronan Le and Liu, Rosanne and Jacobs, Rowan and Zhang, Rui and Salakhutdinov, Russ and Chi, Ryan Andrew and Lee, Seungjae Ryan and Stovall, Ryan and Teehan, Ryan and Yang, Rylan and Singh, Sahib and Saif M. Mohammad and Anand, Sajant and Dillavou, Sam and Shleifer, Sam and Wiseman, Sam and Gruetter, Samuel and Samuel R. 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