CodeT5
T5 架构的 Code 基模
Blogs
GraphLocator: Graph-guided Causal Reasoning for Issue Localization
RDFS & CIG
StarCoder
如何训练代码基模
Fine-Tuning Language Models with Just Forward Passes
零阶优化 & 收敛理论
User Behavior Simulation with Large Language Model based Agents
基于认知科学实现推荐用户模拟, 并以此探究信息茧房、从众心理等现象
Dirichlet Distribution
狄利克雷分布的一些性质
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks
Code Graph & Graph Attention Mask
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
通过 Repository-level 的 Code Graph 实现更为高效的工程代码生成
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
在知识图谱上实现 LLM, KG 的交替推理
Learnable Item Tokenization for Generative Recommendation
兼顾语义和协同信息的 Tokenizer