% $ biblatex auxiliary file $ % $ biblatex bbl format version 3.3 $ % Do not modify the above lines! % % This is an auxiliary file used by the 'biblatex' package. % This file may safely be deleted. It will be recreated by % biber as required. % \begingroup \makeatletter \@ifundefined{ver@biblatex.sty} {\@latex@error {Missing 'biblatex' package} {The bibliography requires the 'biblatex' package.} \aftergroup\endinput} {} \endgroup \refsection{0} \datalist[entry]{nty/global//global/global/global} \entry{ahn2024largelanguagemodelsmathematical}{misc}{}{} \name{author}{6}{}{% {{un=0,uniquepart=base,hash=55b43626068d5d974748659fe7e69f14}{% family={Ahn}, familyi={A\bibinitperiod}, given={Janice}, giveni={J\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=203a45aabbe5b6981d4d994a6b800a64}{% family={Verma}, familyi={V\bibinitperiod}, given={Rishu}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=b5577bb26d2577f3382a51e640893655}{% family={Lou}, familyi={L\bibinitperiod}, given={Renze}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=b57a1b9e5665c3bf5033c8cfe0f7e3ca}{% family={Liu}, familyi={L\bibinitperiod}, given={Di}, giveni={D\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=0672466dc7c3a8cec050e5ac091fd0ac}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Rui}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=f04e25a79b81d6565c2d598e1fd5fa2e}{% family={Yin}, familyi={Y\bibinitperiod}, given={Wenpeng}, giveni={W\bibinitperiod}, givenun=0}}% } \strng{namehash}{db73145580b1257f9bbc80ac70bfb8af} \strng{fullhash}{f4f3169ad9e4481309df17e741ebdcd5} \strng{fullhashraw}{f4f3169ad9e4481309df17e741ebdcd5} \strng{bibnamehash}{db73145580b1257f9bbc80ac70bfb8af} \strng{authorbibnamehash}{db73145580b1257f9bbc80ac70bfb8af} \strng{authornamehash}{db73145580b1257f9bbc80ac70bfb8af} \strng{authorfullhash}{f4f3169ad9e4481309df17e741ebdcd5} \strng{authorfullhashraw}{f4f3169ad9e4481309df17e741ebdcd5} \field{sortinit}{A} \field{sortinithash}{2f401846e2029bad6b3ecc16d50031e2} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{eprintclass}{cs.CL} \field{eprinttype}{arXiv} \field{title}{Large Language Models for Mathematical Reasoning: Progresses and Challenges} \field{year}{2024} \verb{eprint} \verb 2402.00157 \endverb \verb{urlraw} \verb arxiv.org/abs/2402.00157 \endverb \verb{url} \verb arxiv.org/abs/2402.00157 \endverb \endentry \entry{cobbe2021trainingverifierssolvemath}{misc}{}{} \name{author}{12}{}{% {{un=0,uniquepart=base,hash=c9355eeb51a7665fc3d58f45e210fbf6}{% family={Cobbe}, familyi={C\bibinitperiod}, given={Karl}, giveni={K\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=da0f106450b289c3010ca569b3de9949}{% family={Kosaraju}, familyi={K\bibinitperiod}, given={Vineet}, giveni={V\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=69471b8ab1a1d92877d0dfe5f57411e3}{% family={Bavarian}, familyi={B\bibinitperiod}, given={Mohammad}, giveni={M\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=fb15a691583ec94aafe0be6e7da4878f}{% family={Chen}, familyi={C\bibinitperiod}, given={Mark}, giveni={M\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=3dd736ee38ff1cbcc6f0d05487b9950b}{% family={Jun}, familyi={J\bibinitperiod}, given={Heewoo}, giveni={H\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=f2bc899b1160163417da7bf510f15d33}{% family={Kaiser}, familyi={K\bibinitperiod}, given={Lukasz}, giveni={L\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=599240d5bfe42aeb65a0c26dae77cd31}{% family={Plappert}, familyi={P\bibinitperiod}, given={Matthias}, giveni={M\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=98cbd7022a1c31a6293aa1c8b62bdebf}{% family={Tworek}, familyi={T\bibinitperiod}, given={Jerry}, giveni={J\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=9e4edc142b0564cbbb1cf93a401e4434}{% family={Hilton}, familyi={H\bibinitperiod}, given={Jacob}, giveni={J\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=13b885c1233d3f59261e0e53ec1aece0}{% family={Nakano}, familyi={N\bibinitperiod}, given={Reiichiro}, 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\field{eprinttype}{arXiv} \field{title}{Training Verifiers to Solve Math Word Problems} \field{year}{2021} \verb{eprint} \verb 2110.14168 \endverb \verb{urlraw} \verb arxiv.org/abs/2110.14168 \endverb \verb{url} \verb arxiv.org/abs/2110.14168 \endverb \endentry \entry{deepseekai2025deepseekv3technicalreport}{misc}{}{} \name{author}{200}{}{% {{un=0,uniquepart=base,hash=d597faee5c847cfbb2346d3b8725ba38}{% family={DeepSeek-AI}, familyi={D\bibinithyphendelim A\bibinitperiod}}}% {{un=0,uniquepart=base,hash=c6a4393b5b754f1dae75c3c7e28eeceb}{% family={Liu}, familyi={L\bibinitperiod}, given={Aixin}, giveni={A\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=f42eeb873e51afb4efe1efa361491fb1}{% family={Feng}, familyi={F\bibinitperiod}, given={Bei}, giveni={B\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=5ef459c2d19ba2eb901e63e3eb6e2d20}{% family={Xue}, familyi={X\bibinitperiod}, given={Bing}, giveni={B\bibinitperiod}, givenun=0}}% 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{{un=0,uniquepart=base,hash=d68451938ff41dda1944fadcba84dfdb}{% family={Chen}, familyi={C\bibinitperiod}, given={Qinyu}, giveni={Q\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=1676c1d643ce708f9fd03afb4a010f6b}{% family={Du}, familyi={D\bibinitperiod}, given={Qiushi}, giveni={Q\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=78325ddf6dd2527a8d1bc74e8b0ba634}{% family={Chen}, familyi={C\bibinitperiod}, given={R.\bibnamedelimi J.}, giveni={R\bibinitperiod\bibinitdelim J\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a5728bf4cdce10832e71d9151c34b9bb}{% family={Jin}, familyi={J\bibinitperiod}, given={R.\bibnamedelimi L.}, giveni={R\bibinitperiod\bibinitdelim L\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=95dadabec8a984010b9d90274d51f99c}{% family={Ge}, familyi={G\bibinitperiod}, given={Ruiqi}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=f202d93724465316d338319451d0e0a0}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Ruisong}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=97fa94915cc6dcb81a978243f9112da4}{% family={Pan}, familyi={P\bibinitperiod}, given={Ruizhe}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=4198ae3abac6cd77a9dfc2e4c1a2ca6d}{% family={Wang}, familyi={W\bibinitperiod}, given={Runji}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=1921948240c259729e2ec8093fcf848b}{% family={Xu}, familyi={X\bibinitperiod}, given={Runxin}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=e2b49c18158617c0fd76406ee1a75a0c}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Ruoyu}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=5d76f704529533374de99ce52cf3c301}{% family={Chen}, familyi={C\bibinitperiod}, given={Ruyi}, giveni={R\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=3bc50ffdd6b0d541f45af39d5fdcbd9c}{% family={Li}, familyi={L\bibinitperiod}, given={S.\bibnamedelimi S.}, giveni={S\bibinitperiod\bibinitdelim S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=112e0c4120db21addd4fed38f56c516c}{% family={Lu}, familyi={L\bibinitperiod}, given={Shanghao}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=ebc0fcfc951a98a37d66da7d53d60e5f}{% family={Zhou}, familyi={Z\bibinitperiod}, given={Shangyan}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=36cfa5545bbc7bdb0d7eb8477f1f5788}{% family={Chen}, familyi={C\bibinitperiod}, given={Shanhuang}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=df8dc083c57ba5e3ff3e14c1020f8373}{% family={Wu}, familyi={W\bibinitperiod}, given={Shaoqing}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=23fa8c3b8709f052a2c5871cac4bbfda}{% family={Ye}, familyi={Y\bibinitperiod}, given={Shengfeng}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=23fa8c3b8709f052a2c5871cac4bbfda}{% family={Ye}, familyi={Y\bibinitperiod}, given={Shengfeng}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a6d41a11337a0171f523504345057a93}{% family={Ma}, familyi={M\bibinitperiod}, given={Shirong}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=8c23fdbe9467d8a9fb05caa4b245e273}{% family={Wang}, familyi={W\bibinitperiod}, given={Shiyu}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=7ade473ecaf5ec3cbf68737ceffb8f7d}{% family={Zhou}, familyi={Z\bibinitperiod}, given={Shuang}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=48a68e01cf61ed364887aa1aee02fb52}{% family={Yu}, familyi={Y\bibinitperiod}, given={Shuiping}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a8eac93deffb52501988fd46173dd665}{% family={Zhou}, familyi={Z\bibinitperiod}, given={Shunfeng}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=6bb921031c45d2b4e1d94b6351549c5c}{% family={Pan}, familyi={P\bibinitperiod}, given={Shuting}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=2ca38ebc0e0cb8064a936205d2da287f}{% family={Wang}, familyi={W\bibinitperiod}, given={T.}, giveni={T\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=78a43d3ce8b9a9aea4a896b55d3b96bc}{% family={Yun}, familyi={Y\bibinitperiod}, given={Tao}, giveni={T\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=2d74310a227f62221624a8eb915a5013}{% family={Pei}, familyi={P\bibinitperiod}, given={Tian}, giveni={T\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=ffd84ffd57c8e257d5949618dcbbae72}{% family={Sun}, familyi={S\bibinitperiod}, given={Tianyu}, giveni={T\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=0577e26ba41d7aa834505c45fa9c85fd}{% family={Xiao}, familyi={X\bibinitperiod}, given={W.\bibnamedelimi L.}, giveni={W\bibinitperiod\bibinitdelim L\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a2b9a9347bf8ab271f334c2a379a256f}{% family={Zeng}, familyi={Z\bibinitperiod}, given={Wangding}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=fcb38e9712d2346dbe69c076305bed9f}{% family={Zhao}, familyi={Z\bibinitperiod}, given={Wanjia}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=adfff3b9d9e0ddb59be6db943f558b9c}{% family={An}, familyi={A\bibinitperiod}, given={Wei}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=4d7b40882a0f3cad65155854ac2add23}{% family={Liu}, familyi={L\bibinitperiod}, given={Wen}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a375c0aa591cd8365d91339148c732fc}{% family={Liang}, familyi={L\bibinitperiod}, given={Wenfeng}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=aa14cbe5f6e0337df4d630e9492c8c32}{% family={Gao}, familyi={G\bibinitperiod}, given={Wenjun}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=9707e9c1e3066da0aff806ff5ae9fff3}{% family={Yu}, familyi={Y\bibinitperiod}, given={Wenqin}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=617c3dfefd9eb92b86137977ec96fa36}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Wentao}, giveni={W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=6ac7a4bfc51836a9d9b209e2d6094659}{% family={Li}, familyi={L\bibinitperiod}, given={X.\bibnamedelimi Q.}, giveni={X\bibinitperiod\bibinitdelim Q\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=260ced9c0a136a1dc27334092cac796b}{% family={Jin}, familyi={J\bibinitperiod}, given={Xiangyue}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=80dfe7a58a581e6e353204c19b2f4f42}{% family={Wang}, familyi={W\bibinitperiod}, given={Xianzu}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=762edc61728d98f1821f6020a1203986}{% family={Bi}, familyi={B\bibinitperiod}, given={Xiao}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=b881686cdf68b52745dbcb6374b8008b}{% family={Liu}, familyi={L\bibinitperiod}, given={Xiaodong}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=cff37329ba828df7b7ffba7f6da650ef}{% family={Wang}, familyi={W\bibinitperiod}, given={Xiaohan}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a59833a1345886f1afae24be7f9055a0}{% family={Shen}, familyi={S\bibinitperiod}, given={Xiaojin}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=e7d0935684bd85a2f77c51839d706ad5}{% family={Chen}, familyi={C\bibinitperiod}, given={Xiaokang}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=7f5e988254e37d0ed483e48e78086635}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Xiaokang}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a52fe7b8c3ca1886edc7b6ec952afcd7}{% family={Chen}, familyi={C\bibinitperiod}, given={Xiaosha}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=d061b07cc0945b1660473129c6918918}{% family={Nie}, familyi={N\bibinitperiod}, given={Xiaotao}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=d287a2c234cbc465444249d6f2a02293}{% family={Sun}, familyi={S\bibinitperiod}, given={Xiaowen}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=3dd87f3c4b6b8e5811f85aeb34238e44}{% family={Wang}, familyi={W\bibinitperiod}, given={Xiaoxiang}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=2103a5725c16de31b6a666c9227f848e}{% family={Cheng}, familyi={C\bibinitperiod}, given={Xin}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=4f1e33032cdd17c1c4c17fe05bd0772d}{% family={Liu}, familyi={L\bibinitperiod}, given={Xin}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=575a5ee21fb18fa9d777a9a1a1c55273}{% family={Xie}, familyi={X\bibinitperiod}, given={Xin}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=d53ef2e8b31ba793777ed523666df345}{% family={Liu}, familyi={L\bibinitperiod}, given={Xingchao}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=d605ad0205be9f8a6d85e1de2b914ef7}{% family={Yu}, familyi={Y\bibinitperiod}, given={Xingkai}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=f5bb5e4e32f39e9ec5ce19b22c87130d}{% family={Song}, familyi={S\bibinitperiod}, given={Xinnan}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=e929376f321e5f081b6599e613b0612d}{% family={Shan}, familyi={S\bibinitperiod}, given={Xinxia}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=ddd6ceff96e70d0c817fc28c95d6b2c4}{% family={Zhou}, familyi={Z\bibinitperiod}, given={Xinyi}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=23bf696850651da86de72745f1c8cbc1}{% family={Yang}, familyi={Y\bibinitperiod}, given={Xinyu}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=53d952d56435e41f1f757f1a99e5dad3}{% family={Li}, familyi={L\bibinitperiod}, given={Xinyuan}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=6705c6d571a577d5e7c32f739ee4d782}{% family={Su}, familyi={S\bibinitperiod}, given={Xuecheng}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=0431a94dfd5d9cb6fd78c3051960b8d7}{% family={Lin}, familyi={L\bibinitperiod}, given={Xuheng}, giveni={X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=0ccf1f56ca1014c387c912bb2c760441}{% family={Li}, familyi={L\bibinitperiod}, given={Y.\bibnamedelimi K.}, giveni={Y\bibinitperiod\bibinitdelim K\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=929eb9abf04ca2d0c2ca4371eb2c6be2}{% family={Wang}, familyi={W\bibinitperiod}, given={Y.\bibnamedelimi Q.}, giveni={Y\bibinitperiod\bibinitdelim Q\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=157e7a6e4ee393fcec9e834cb71c604f}{% family={Wei}, familyi={W\bibinitperiod}, given={Y.\bibnamedelimi X.}, giveni={Y\bibinitperiod\bibinitdelim X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=9a84165e4a9e93dde1810f286d3c7d4b}{% family={Zhu}, familyi={Z\bibinitperiod}, given={Y.\bibnamedelimi X.}, giveni={Y\bibinitperiod\bibinitdelim X\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=e760d38078aff4a5b24c867aa5178c26}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Yang}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=df1e2e6effdf921e2dd75c5e8613c1dc}{% family={Xu}, familyi={X\bibinitperiod}, given={Yanhong}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=df1e2e6effdf921e2dd75c5e8613c1dc}{% family={Xu}, familyi={X\bibinitperiod}, given={Yanhong}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=346a2c7017c020c4a8448409f0e3daf7}{% family={Huang}, familyi={H\bibinitperiod}, given={Yanping}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=3142078ae7703c528cd37e12ceedddf3}{% family={Li}, familyi={L\bibinitperiod}, given={Yao}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=5150da6c54dbb181303e4feed7ea53f1}{% family={Zhao}, familyi={Z\bibinitperiod}, given={Yao}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=e839906d70c0c25114f8fb9d86fe79a9}{% family={Sun}, familyi={S\bibinitperiod}, given={Yaofeng}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=b78ed485e90f02261aac647ed28f0ad7}{% family={Li}, familyi={L\bibinitperiod}, given={Yaohui}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=85c44b90af7ae0ab0977c70ccd95a900}{% family={Wang}, familyi={W\bibinitperiod}, given={Yaohui}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=916378086e2e03d46164f07e1684afe6}{% family={Yu}, familyi={Y\bibinitperiod}, given={Yi}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=9e6af3ce4c5063ff98977528f367e685}{% family={Zheng}, familyi={Z\bibinitperiod}, given={Yi}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=6e69ccfb8ad3bcef3071d629209f1311}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Yichao}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=6dc4c7018d106703feadd3a957c35470}{% family={Shi}, familyi={S\bibinitperiod}, given={Yifan}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=54af66fb3be546ea8e19859dcf16fc59}{% family={Xiong}, familyi={X\bibinitperiod}, given={Yiliang}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=1f1042f5dd309cbf69ff60a2b59cb378}{% family={He}, familyi={H\bibinitperiod}, given={Ying}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=b5bb8ccdbe06fbe93bb25a47935a68cb}{% family={Tang}, familyi={T\bibinitperiod}, given={Ying}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=d699e1a0a11af50da56fc59f61476d7e}{% family={Piao}, familyi={P\bibinitperiod}, given={Yishi}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=6ba06f2a5bc95800c6a535193cc3bf3b}{% family={Wang}, familyi={W\bibinitperiod}, given={Yisong}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=50d1341bf7057d70cbd04aff68bc64ca}{% family={Tan}, familyi={T\bibinitperiod}, given={Yixuan}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=2c6cebb44da950bc8c74884ca913a0cd}{% family={Ma}, familyi={M\bibinitperiod}, given={Yiyang}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=5bafc5a705b505933b280b496f6b9e7e}{% family={Liu}, familyi={L\bibinitperiod}, given={Yiyuan}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=bb91ff5eed749e0f64aa45486d0f0069}{% family={Guo}, familyi={G\bibinitperiod}, given={Yongqiang}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=497a9e1774032d32e4123020bfd16b7a}{% family={Wu}, familyi={W\bibinitperiod}, given={Yu}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=bc94e71022ed5f97f16670a8741ad962}{% family={Ou}, familyi={O\bibinitperiod}, given={Yuan}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=187dbb52f5972c38059c28bbc664dd78}{% family={Zhu}, familyi={Z\bibinitperiod}, given={Yuchen}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=8c868c6b1b57aebdc58d9f0ea7a4df2c}{% family={Wang}, familyi={W\bibinitperiod}, given={Yuduan}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=80d7a36aa0eeaa88ed9e4a1721615ce8}{% family={Gong}, familyi={G\bibinitperiod}, given={Yue}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=8f13b3d755598ac0c3e37d8c1350ed8a}{% family={Zou}, familyi={Z\bibinitperiod}, given={Yuheng}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=280359edba8c4babdf43601a71b408a9}{% family={He}, familyi={H\bibinitperiod}, given={Yujia}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=0383aa9c59f04704d1ca9054402a4fdc}{% family={Zha}, familyi={Z\bibinitperiod}, given={Yukun}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=8c32c4d86339b5b7530ebe2662100adc}{% family={Xiong}, familyi={X\bibinitperiod}, given={Yunfan}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a870016a67540dc1d9bae8e725082efa}{% family={Ma}, familyi={M\bibinitperiod}, given={Yunxian}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=c3ee7195ad543f5932238dd9be789c76}{% family={Yan}, familyi={Y\bibinitperiod}, given={Yuting}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=28d57aa49ed6b36f6cbf905eec75ad64}{% family={Luo}, familyi={L\bibinitperiod}, given={Yuxiang}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=35166dc32bdb9394b8c96eaf2560959c}{% family={You}, familyi={Y\bibinitperiod}, given={Yuxiang}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=1ac206357de6fd8dc5a35bc9c7435b34}{% family={Liu}, familyi={L\bibinitperiod}, given={Yuxuan}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=d193e922eec12fbd11abe7086e9030f2}{% family={Zhou}, familyi={Z\bibinitperiod}, given={Yuyang}, giveni={Y\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=37d7606036a1b69d8686c280798b4e13}{% family={Wu}, familyi={W\bibinitperiod}, given={Z.\bibnamedelimi F.}, giveni={Z\bibinitperiod\bibinitdelim F\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=608aac3364a845124f1f26ec4cf66985}{% family={Ren}, familyi={R\bibinitperiod}, given={Z.\bibnamedelimi Z.}, giveni={Z\bibinitperiod\bibinitdelim Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=83feb9517d010346b3d4395681e6aea8}{% family={Ren}, familyi={R\bibinitperiod}, given={Zehui}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=fb666be713dcd47ab94a8f8b00d7cf27}{% family={Sha}, familyi={S\bibinitperiod}, given={Zhangli}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=df45e6c3a602cdbea1dca9a79d9a214d}{% family={Fu}, familyi={F\bibinitperiod}, given={Zhe}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=4d772b9785023ef4ad1f49e6b8364af1}{% family={Xu}, familyi={X\bibinitperiod}, given={Zhean}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=1a0371e0a62b44d30cc131417169cf7c}{% family={Huang}, familyi={H\bibinitperiod}, given={Zhen}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=4be62463c6bbd4876f8fceaf19e1edcf}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Zhen}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=e63c890d46cbd4706041cef78be38fa7}{% family={Xie}, familyi={X\bibinitperiod}, given={Zhenda}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=27c7fad66da172aaa64e08e3539ff172}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Zhengyan}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=9c8af596d2613606d041a959805ab53c}{% family={Hao}, familyi={H\bibinitperiod}, given={Zhewen}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=52cd29c6fb35d98987dcfdffbcebb908}{% family={Gou}, familyi={G\bibinitperiod}, given={Zhibin}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=7996f720f1500a78aba3c6c9921a6d0c}{% family={Ma}, familyi={M\bibinitperiod}, given={Zhicheng}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=569fb846899102bcdcb56577f869880f}{% family={Yan}, familyi={Y\bibinitperiod}, given={Zhigang}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=76ff010a59ccc9f5f1a0018fc1f1f34b}{% family={Shao}, familyi={S\bibinitperiod}, given={Zhihong}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=7e5205f10a23b331234e3a60218d1ef6}{% family={Xu}, familyi={X\bibinitperiod}, given={Zhipeng}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=cb225ee0c8703418ecb6b1be8e58b946}{% family={Wu}, familyi={W\bibinitperiod}, given={Zhiyu}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=7edd495c0adc64155d032313909ead05}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Zhongyu}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=aa612b2ce912bb45fb35f9f7d7055004}{% family={Li}, familyi={L\bibinitperiod}, given={Zhuoshu}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=af2a6e2b4bae3d2480b446aa15c33e73}{% family={Gu}, familyi={G\bibinitperiod}, given={Zihui}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=eefcf9fccdb17879d606c2ee4f810199}{% family={Zhu}, familyi={Z\bibinitperiod}, given={Zijia}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=be7e32879aea1bbc88e94a38c871cac2}{% family={Liu}, familyi={L\bibinitperiod}, given={Zijun}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=51f8e6c0fb56d3fa07356d8ec7158f83}{% family={Li}, familyi={L\bibinitperiod}, given={Zilin}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=ebf0e33c6f2095838ad01a618de1b57f}{% family={Xie}, familyi={X\bibinitperiod}, given={Ziwei}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=11d82543c31828262553b04a51d96783}{% family={Song}, familyi={S\bibinitperiod}, given={Ziyang}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=4ebddcf44d6604e0560b6e146250b81c}{% family={Gao}, familyi={G\bibinitperiod}, given={Ziyi}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=13b736a8697a8d063d6c2a80eeec89c6}{% family={Pan}, familyi={P\bibinitperiod}, given={Zizheng}, giveni={Z\bibinitperiod}, givenun=0}}% } \strng{namehash}{5fdab74d243b9b82fe0d349e46676941} \strng{fullhash}{d00a18f8a291675fb02c25e2f25d8195} \strng{fullhashraw}{d00a18f8a291675fb02c25e2f25d8195} \strng{bibnamehash}{5fdab74d243b9b82fe0d349e46676941} \strng{authorbibnamehash}{5fdab74d243b9b82fe0d349e46676941} \strng{authornamehash}{5fdab74d243b9b82fe0d349e46676941} \strng{authorfullhash}{d00a18f8a291675fb02c25e2f25d8195} \strng{authorfullhashraw}{d00a18f8a291675fb02c25e2f25d8195} \field{sortinit}{D} \field{sortinithash}{6f385f66841fb5e82009dc833c761848} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{eprintclass}{cs.CL} \field{eprinttype}{arXiv} \field{title}{DeepSeek-V3 Technical Report} \field{year}{2025} \verb{eprint} \verb 2412.19437 \endverb \verb{urlraw} \verb arxiv.org/abs/2412.19437 \endverb \verb{url} \verb arxiv.org/abs/2412.19437 \endverb \endentry \entry{hendrycks2021measuringmathematicalproblemsolving}{misc}{}{} \name{author}{8}{}{% {{un=0,uniquepart=base,hash=86d0b4ecd6b6066d49e7aecde6e5e630}{% family={Hendrycks}, familyi={H\bibinitperiod}, given={Dan}, giveni={D\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=624605ebd8b6b403b251522e3d1029ff}{% family={Burns}, familyi={B\bibinitperiod}, given={Collin}, giveni={C\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=ae50339c3e9c1418ade64e74fa002ef5}{% family={Kadavath}, familyi={K\bibinitperiod}, given={Saurav}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=a3e8b92acb1bf8b2b186f6b10d4ae704}{% family={Arora}, familyi={A\bibinitperiod}, given={Akul}, giveni={A\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=35f72302a7aebfd095414ce218b8fb5d}{% family={Basart}, familyi={B\bibinitperiod}, given={Steven}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=ffd1907ef0a8bbed89fa04d783f236b6}{% family={Tang}, familyi={T\bibinitperiod}, given={Eric}, giveni={E\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=d458d5f9b64652055bd81d57e4777b22}{% family={Song}, familyi={S\bibinitperiod}, given={Dawn}, giveni={D\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=fe7a7e80c1857d185d3ab01f15fe584d}{% family={Steinhardt}, familyi={S\bibinitperiod}, given={Jacob}, giveni={J\bibinitperiod}, givenun=0}}% } \strng{namehash}{f461c117afa272374439d2db3ee67282} \strng{fullhash}{821f0c67ea3dbc37f0422b8c2bda174e} \strng{fullhashraw}{821f0c67ea3dbc37f0422b8c2bda174e} \strng{bibnamehash}{f461c117afa272374439d2db3ee67282} \strng{authorbibnamehash}{f461c117afa272374439d2db3ee67282} \strng{authornamehash}{f461c117afa272374439d2db3ee67282} \strng{authorfullhash}{821f0c67ea3dbc37f0422b8c2bda174e} \strng{authorfullhashraw}{821f0c67ea3dbc37f0422b8c2bda174e} \field{sortinit}{H} \field{sortinithash}{23a3aa7c24e56cfa16945d55545109b5} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{eprintclass}{cs.LG} \field{eprinttype}{arXiv} \field{title}{Measuring Mathematical Problem Solving With the MATH Dataset} \field{year}{2021} \verb{eprint} \verb 2103.03874 \endverb \verb{urlraw} \verb arxiv.org/abs/2103.03874 \endverb \verb{url} \verb arxiv.org/abs/2103.03874 \endverb \endentry \entry{hoffmann2022trainingcomputeoptimallargelanguage}{misc}{}{} \name{author}{22}{}{% {{un=0,uniquepart=base,hash=92d226c4ea870c0e9df2ceb8bf03d8ff}{% family={Hoffmann}, familyi={H\bibinitperiod}, given={Jordan}, giveni={J\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=c28d74501d531d6672ccf4c28016c7ac}{% family={Borgeaud}, familyi={B\bibinitperiod}, given={Sebastian}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=e9a587c57b1dcb4834850800386d8aca}{% family={Mensch}, familyi={M\bibinitperiod}, given={Arthur}, giveni={A\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=eee8c4b85d5c4e1f4bc70218d34ba69d}{% family={Buchatskaya}, familyi={B\bibinitperiod}, given={Elena}, giveni={E\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=3d7a83ed6eb983ca17cec804631dc22e}{% family={Cai}, familyi={C\bibinitperiod}, given={Trevor}, giveni={T\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=5cc07c10e9f1ef5fae367662553d982c}{% family={Rutherford}, familyi={R\bibinitperiod}, given={Eliza}, giveni={E\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=47f81e65396e1d91b7ab70d59f69329b}{% family={Las\bibnamedelima Casas}, familyi={L\bibinitperiod\bibinitdelim C\bibinitperiod}, given={Diego}, giveni={D\bibinitperiod}, givenun=0, prefix={de}, prefixi={d\bibinitperiod}}}% {{un=0,uniquepart=base,hash=68b917d11d355ed641ee448751fb3ba5}{% family={Hendricks}, familyi={H\bibinitperiod}, given={Lisa\bibnamedelima Anne}, giveni={L\bibinitperiod\bibinitdelim A\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=7a7fdb4cb72d04e1eaa8a6a2ca0358dc}{% family={Welbl}, familyi={W\bibinitperiod}, given={Johannes}, giveni={J\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=b06242c53973106520ab19f8e1fc3799}{% family={Clark}, familyi={C\bibinitperiod}, given={Aidan}, giveni={A\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=0c1f2b1cf15f9e15216a9e652512bf6f}{% family={Hennigan}, familyi={H\bibinitperiod}, given={Tom}, giveni={T\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=70b3914180795f8c87317cbd0599c942}{% family={Noland}, familyi={N\bibinitperiod}, given={Eric}, giveni={E\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=da626c813aa81825001015989a23f850}{% family={Millican}, familyi={M\bibinitperiod}, given={Katie}, giveni={K\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=54c5c572d4fdc5d822c240b59fcadad4}{% family={Driessche}, familyi={D\bibinitperiod}, given={George}, giveni={G\bibinitperiod}, givenun=0, prefix={van\bibnamedelima den}, prefixi={v\bibinitperiod\bibinitdelim d\bibinitperiod}}}% {{un=0,uniquepart=base,hash=4da5c824138e58f9def8fd792b5ad94f}{% family={Damoc}, familyi={D\bibinitperiod}, given={Bogdan}, giveni={B\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=8bc2c63cf1c4c6e9e4d317839dda4de2}{% family={Guy}, familyi={G\bibinitperiod}, given={Aurelia}, giveni={A\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=643f92e8f89f2746a4c1aa077d225755}{% family={Osindero}, familyi={O\bibinitperiod}, given={Simon}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=9d16b7284df92c9adaee86c37ab992df}{% family={Simonyan}, familyi={S\bibinitperiod}, given={Karen}, giveni={K\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=6aa92a937d4d30dd0b5ec0eecbad1bf1}{% family={Elsen}, familyi={E\bibinitperiod}, given={Erich}, giveni={E\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=8dcdeb16ef3c68cf8396226668804fe0}{% family={Rae}, familyi={R\bibinitperiod}, given={Jack\bibnamedelima W.}, giveni={J\bibinitperiod\bibinitdelim W\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=494b568c5dc85ba8f3f409635f9c5f25}{% family={Vinyals}, familyi={V\bibinitperiod}, given={Oriol}, giveni={O\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=50d24de916599d306c5cb1a77156e4b9}{% family={Sifre}, familyi={S\bibinitperiod}, given={Laurent}, giveni={L\bibinitperiod}, givenun=0}}% } \strng{namehash}{8be79936575bb0d5b77c96da6d2a6d52} \strng{fullhash}{fb6d92421541c28738787855a47da527} \strng{fullhashraw}{fb6d92421541c28738787855a47da527} \strng{bibnamehash}{8be79936575bb0d5b77c96da6d2a6d52} \strng{authorbibnamehash}{8be79936575bb0d5b77c96da6d2a6d52} \strng{authornamehash}{8be79936575bb0d5b77c96da6d2a6d52} \strng{authorfullhash}{fb6d92421541c28738787855a47da527} \strng{authorfullhashraw}{fb6d92421541c28738787855a47da527} \field{sortinit}{H} \field{sortinithash}{23a3aa7c24e56cfa16945d55545109b5} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{eprintclass}{cs.CL} \field{eprinttype}{arXiv} \field{title}{Training Compute-Optimal Large Language Models} \field{year}{2022} \verb{eprint} \verb 2203.15556 \endverb \verb{urlraw} \verb arxiv.org/abs/2203.15556 \endverb \verb{url} \verb arxiv.org/abs/2203.15556 \endverb \endentry \entry{ivanov2024}{misc}{}{} \name{author}{2}{}{% {{un=0,uniquepart=base,hash=1935b6f0043d4bac823842ff5d478faf}{% family={Ivanov}, familyi={I\bibinitperiod}, given={Todor}, giveni={T\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=495d2036e580863cb79ad80a7bb2fc78}{% family={Penchev}, familyi={P\bibinitperiod}, given={Valeri}, giveni={V\bibinitperiod}, givenun=0}}% } \strng{namehash}{259e51507bbcab245b7267c088c1998f} \strng{fullhash}{259e51507bbcab245b7267c088c1998f} \strng{fullhashraw}{259e51507bbcab245b7267c088c1998f} \strng{bibnamehash}{259e51507bbcab245b7267c088c1998f} \strng{authorbibnamehash}{259e51507bbcab245b7267c088c1998f} \strng{authornamehash}{259e51507bbcab245b7267c088c1998f} \strng{authorfullhash}{259e51507bbcab245b7267c088c1998f} \strng{authorfullhashraw}{259e51507bbcab245b7267c088c1998f} \field{sortinit}{I} \field{sortinithash}{8d291c51ee89b6cd86bf5379f0b151d8} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{eprintclass}{cs.DC} \field{eprinttype}{arXiv} \field{title}{AI Benchmarks and Datasets for LLM Evaluation} \field{year}{2024} \verb{eprint} \verb 2412.01020 \endverb \verb{urlraw} \verb arxiv.org/abs/2412.01020 \endverb \verb{url} \verb arxiv.org/abs/2412.01020 \endverb \endentry \entry{cuda_programming_guide_2025}{misc}{}{} \name{author}{1}{}{% {{un=0,uniquepart=base,hash=a2fe9051fe051f819bd739ef3e340377}{% family={NVIDIA}, familyi={N\bibinitperiod}}}% } \strng{namehash}{a2fe9051fe051f819bd739ef3e340377} \strng{fullhash}{a2fe9051fe051f819bd739ef3e340377} \strng{fullhashraw}{a2fe9051fe051f819bd739ef3e340377} \strng{bibnamehash}{a2fe9051fe051f819bd739ef3e340377} \strng{authorbibnamehash}{a2fe9051fe051f819bd739ef3e340377} \strng{authornamehash}{a2fe9051fe051f819bd739ef3e340377} \strng{authorfullhash}{a2fe9051fe051f819bd739ef3e340377} \strng{authorfullhashraw}{a2fe9051fe051f819bd739ef3e340377} \field{sortinit}{N} \field{sortinithash}{22369a73d5f88983a108b63f07f37084} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{journaltitle}{1. Introduction - CUDA C++ Programming Guide} \field{month}{2} \field{title}{1. Introduction - CUDA C++ Programming Guide} \field{year}{2025} \verb{urlraw} \verb docs.nvidia.com/cuda/cuda-c-programming-guide/ \endverb \verb{url} \verb docs.nvidia.com/cuda/cuda-c-programming-guide/ \endverb \endentry \entry{app14020744}{article}{}{} \name{author}{1}{}{% {{un=0,uniquepart=base,hash=d8c43e5429158fe51408ffa847a4a856}{% family={Testolin}, familyi={T\bibinitperiod}, given={Alberto}, giveni={A\bibinitperiod}, givenun=0}}% } \strng{namehash}{d8c43e5429158fe51408ffa847a4a856} \strng{fullhash}{d8c43e5429158fe51408ffa847a4a856} \strng{fullhashraw}{d8c43e5429158fe51408ffa847a4a856} \strng{bibnamehash}{d8c43e5429158fe51408ffa847a4a856} \strng{authorbibnamehash}{d8c43e5429158fe51408ffa847a4a856} \strng{authornamehash}{d8c43e5429158fe51408ffa847a4a856} \strng{authorfullhash}{d8c43e5429158fe51408ffa847a4a856} \strng{authorfullhashraw}{d8c43e5429158fe51408ffa847a4a856} \field{sortinit}{T} \field{sortinithash}{9af77f0292593c26bde9a56e688eaee9} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{abstract}{Creating learning models that can exhibit sophisticated reasoning abilities is one of the greatest challenges in deep learning research, and mathematics is rapidly becoming one of the target domains for assessing scientific progress in this direction. In the past few years there has been an explosion of neural network architectures, datasets, and benchmarks specifically designed to tackle mathematical problems, reporting impressive achievements in disparate fields such as automated theorem proving, numerical integration, and the discovery of new conjectures or matrix multiplication algorithms. However, despite this notable success it is still unclear whether deep learning models possess an elementary understanding of quantities and numbers. This survey critically examines the recent literature, concluding that even state-of-the-art architectures and large language models often fall short when probed with relatively simple tasks designed to test basic numerical and arithmetic knowledge.} \field{issn}{2076-3417} \field{journaltitle}{Applied Sciences} \field{number}{2} \field{title}{Can Neural Networks Do Arithmetic? A Survey on the Elementary Numerical Skills of State-of-the-Art Deep Learning Models} \field{volume}{14} \field{year}{2024} \verb{doi} \verb 10.3390/app14020744 \endverb \endentry \entry{vaswani2023attentionneed}{misc}{}{} \name{author}{8}{}{% {{un=0,uniquepart=base,hash=7f28e84700536646dd6620a0db07ad09}{% family={Vaswani}, familyi={V\bibinitperiod}, given={Ashish}, giveni={A\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=62efade83d70f0323fe248755e6c90c5}{% family={Shazeer}, familyi={S\bibinitperiod}, given={Noam}, giveni={N\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=06649ebab1ea5cac0250746a19764975}{% family={Parmar}, familyi={P\bibinitperiod}, given={Niki}, giveni={N\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=831027ee0ebf22375e2a86afc1881909}{% family={Uszkoreit}, familyi={U\bibinitperiod}, given={Jakob}, giveni={J\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=2fd2982e30ebcec93ec1cf76e0d797fd}{% family={Jones}, familyi={J\bibinitperiod}, given={Llion}, giveni={L\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=27b07e4eacbf4ef7a1438e3badb7dd8d}{% family={Gomez}, familyi={G\bibinitperiod}, given={Aidan\bibnamedelima N.}, giveni={A\bibinitperiod\bibinitdelim N\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=f2bc899b1160163417da7bf510f15d33}{% family={Kaiser}, familyi={K\bibinitperiod}, given={Lukasz}, giveni={L\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=95595a0fefb86187cbc36e551017d332}{% family={Polosukhin}, familyi={P\bibinitperiod}, given={Illia}, giveni={I\bibinitperiod}, givenun=0}}% } \strng{namehash}{ee273ab30cfb889666f8c4d806eb9ce7} \strng{fullhash}{f82970bbd2bdd7a002d2af62b743d5cc} \strng{fullhashraw}{f82970bbd2bdd7a002d2af62b743d5cc} \strng{bibnamehash}{ee273ab30cfb889666f8c4d806eb9ce7} \strng{authorbibnamehash}{ee273ab30cfb889666f8c4d806eb9ce7} \strng{authornamehash}{ee273ab30cfb889666f8c4d806eb9ce7} \strng{authorfullhash}{f82970bbd2bdd7a002d2af62b743d5cc} \strng{authorfullhashraw}{f82970bbd2bdd7a002d2af62b743d5cc} \field{sortinit}{V} \field{sortinithash}{afb52128e5b4dc4b843768c0113d673b} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{eprintclass}{cs.CL} \field{eprinttype}{arXiv} \field{title}{Attention Is All You Need} \field{year}{2023} \verb{eprint} \verb 1706.03762 \endverb \verb{urlraw} \verb arxiv.org/abs/1706.03762 \endverb \verb{url} \verb arxiv.org/abs/1706.03762 \endverb \endentry \entry{Wang2024}{article}{}{} \name{author}{6}{}{% {{un=0,uniquepart=base,hash=7cca10cee48e9c197439e4af610acfe5}{% family={Wang}, familyi={W\bibinitperiod}, given={Zichong}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=bc41c1f771e246b6d8ce744badb182e3}{% family={Chu}, familyi={C\bibinitperiod}, given={Zhibo}, giveni={Z\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=82b0035db67db8bd400c34e8a5eec07b}{% family={Doan}, familyi={D\bibinitperiod}, given={Thang\bibnamedelima Viet}, giveni={T\bibinitperiod\bibinitdelim V\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=852b650254c75a15c1024df13b29189c}{% family={Ni}, familyi={N\bibinitperiod}, given={Shiwen}, giveni={S\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=feb96ca112c179e320db2db693e022b8}{% family={Yang}, familyi={Y\bibinitperiod}, given={Min}, giveni={M\bibinitperiod}, givenun=0}}% {{un=0,uniquepart=base,hash=dd4baede28b306ab6d37dd79d89a935b}{% family={Zhang}, familyi={Z\bibinitperiod}, given={Wenbin}, giveni={W\bibinitperiod}, givenun=0}}% } \strng{namehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} \strng{fullhash}{391aec39c1c26e8d5e7517c1ab227456} \strng{fullhashraw}{391aec39c1c26e8d5e7517c1ab227456} \strng{bibnamehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} \strng{authorbibnamehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} \strng{authornamehash}{1c3e58e991d8f7a6ae5aee1e95c5cd8a} \strng{authorfullhash}{391aec39c1c26e8d5e7517c1ab227456} \strng{authorfullhashraw}{391aec39c1c26e8d5e7517c1ab227456} \field{sortinit}{W} \field{sortinithash}{4315d78024d0cea9b57a0c6f0e35ed0d} \true{singletitle} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{journaltitle}{AI and Ethics} \field{month}{10} \field{title}{History, development, and principles of large language models: An introductory survey} \field{year}{2024} \verb{doi} \verb 10.1007/s43681-024-00583-7 \endverb \endentry \enddatalist \endrefsection \endinput