1% generated by tables/make_tables.py from ./results/graph/category_cooccurrence_yearly.csv, ./results/graph/category_counts_yearly.csv2\begin{longtable}{lrrrrrrrrrrrr}3\caption{Co-classification of theory and software works with the LLM category, by publication year: number of works carrying both categories and share of the category's multi-label count.}\label{tab:theory_llm_cooccurrence}\\4\toprule5\textbf{Year} & \textbf{Algo. x LLM} & \textbf{Algo. x LLM (\%)} & \textbf{Compl. x LLM} & \textbf{Compl. x LLM (\%)} & \textbf{PL x LLM} & \textbf{PL x LLM (\%)} & \textbf{Comp. x LLM} & \textbf{Comp. x LLM (\%)} & \textbf{FV x LLM} & \textbf{FV x LLM (\%)} & \textbf{SE x LLM} & \textbf{SE x LLM (\%)} \\6\midrule7\endfirsthead8\toprule9\textbf{Year} & \textbf{Algo. x LLM} & \textbf{Algo. x LLM (\%)} & \textbf{Compl. x LLM} & \textbf{Compl. x LLM (\%)} & \textbf{PL x LLM} & \textbf{PL x LLM (\%)} & \textbf{Comp. x LLM} & \textbf{Comp. x LLM (\%)} & \textbf{FV x LLM} & \textbf{FV x LLM (\%)} & \textbf{SE x LLM} & \textbf{SE x LLM (\%)} \\10\midrule11\endhead122018 & 486 & 0.8 & 135 & 0.8 & 195 & 1.2 & 77 & 1.3 & 34 & 0.3 & 365 & 0.8 \\132019 & 599 & 1.0 & 171 & 0.9 & 270 & 1.7 & 94 & 1.7 & 48 & 0.4 & 527 & 1.2 \\142020 & 738 & 1.2 & 194 & 1.1 & 362 & 2.2 & 124 & 2.2 & 64 & 0.6 & 862 & 1.9 \\152021 & 794 & 1.2 & 214 & 1.2 & 489 & 3.1 & 149 & 2.6 & 56 & 0.5 & 1{,}177 & 2.6 \\162022 & 827 & 1.3 & 231 & 1.3 & 642 & 4.2 & 176 & 3.1 & 72 & 0.7 & 1{,}862 & 4.0 \\172023 & 1{,}318 & 1.9 & 402 & 2.1 & 1{,}127 & 6.8 & 348 & 5.5 & 172 & 1.6 & 4{,}349 & 7.8 \\182024 & 2{,}334 & 3.1 & 815 & 3.6 & 2{,}007 & 11.3 & 693 & 9.5 & 451 & 4.0 & 9{,}576 & 14.1 \\192025 & 4{,}716 & 5.3 & 1{,}543 & 5.3 & 3{,}792 & 18.3 & 1{,}420 & 14.9 & 1{,}081 & 7.9 & 18{,}459 & 21.2 \\202026 & 6{,}381 & 8.4 & 2{,}211 & 8.6 & 5{,}493 & 25.7 & 2{,}231 & 22.5 & 1{,}907 & 13.2 & 23{,}478 & 28.9 \\21\bottomrule22\multicolumn{13}{p{0.95\linewidth}}{\footnotesize A work is co-classified when the multi-label classifier assigns both categories (Part IV). Shares are relative to all eligible works carrying the theory/software category in the year. Non-zero counts before 2022 reflect the lexical breadth of the LLM category (language-model and pretrained-model vocabulary), not retroactive labelling. 2026 is incomplete.}\\23\end{longtable}24