Li Shen

activity

20232025

most citedDeep Model Fusion: A Survey

14 citations · 25 across the 11 of their papers we have counts for

collaborators

Showing cs.SEShow all

2 papers · 1 filter

cs.SE2025

A Multi-Language Object-Oriented Programming Benchmark for Large Language Models

Shuai Wang, Liang Ding, Li Shen +4

Establishing fair and robust benchmarks is essential for evaluating intelligent code generation by large language models (LLMs). Our survey of 35 existing benchmarks uncovers three…

cs.SE2024

$USCD$ : Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding

Shuai Wang, Liang Ding, Li Shen +4

Large language models (LLMs) have shown remarkable capabilities in code generation. However, the effects of hallucinations (e.g., output noise) make it particularly challenging for…

A Multi-Language Object-Oriented Programming Benchmark for Large Language Models

USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding

$USCD$ : Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding