LLMver_v1

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panda361
2026-03-20 22:40:13 +08:00
parent cf02f82db0
commit cacdc79ae2
75 changed files with 2553 additions and 10203 deletions

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% 缩写定义
\Abbreviations{ \centering
\Abbreviations{
\begin{longtable}{@{}p{0.16\textwidth}p{0.46\textwidth}p{0.30\textwidth}@{}}
\renewcommand{\arraystretch}{1.2}
\begin{tabular}{lll}
\textbf{外文缩略字母} & \textbf{外文全称} & \textbf{中文说明}\\
\midrule
\endfirsthead
\textbf{外文缩略字母} & \textbf{外文全称} & \textbf{中文说明}\\
\midrule
\endhead
\multicolumn{3}{r}{\small 续下页}\\
\endfoot
\endlastfoot
% 模型与架构
LLM & Large Language Model & 大语言模型\\
FFN & Feed-Forward Network & 前馈网络\\
@@ -36,24 +43,10 @@
IDCT & Inverse Discrete Cosine Transform & 逆离散余弦变换\\
FiLM & Feature-wise Linear Modulation & 特征级线性调制\\
\\
% 评测与数据
POI & Point of Interest & 兴趣点\\
QA & Question Answering & 问答\\
ETA & Estimated Time of Arrival & 预计到达时间\\
GPS & Global Positioning System & 全球定位系统\\
WGS84 & World Geodetic System 1984 & 1984世界大地坐标系\\
\\
% 评估指标
MAE & Mean Absolute Error & 平均绝对误差\\
RMSE & Root Mean Square Error & 均方根误差\\
MAPE & Mean Absolute Percentage Error & 平均绝对百分比误差\\
HR & Hit Ratio & 命中率\\
NDCG & Normalized Discounted Cumulative Gain & 归一化折损累计增益\\
PPL & Perplexity & 困惑度\\
BLEU & Bilingual Evaluation Understudy & 双语评估替补\\
ROUGE & Recall-Oriented Understudy for Gisting Evaluation & 面向召回的摘要评估\\
\\
% 深度学习基础
CNN & Convolutional Neural Network & 卷积神经网络\\
RNN & Recurrent Neural Network & 循环神经网络\\
GNN & Graph Neural Network & 图神经网络\\
\end{tabular}
\end{longtable}
}