Chao Peng

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Eval Frameworks & Benchmarks (2)Natural Language Processing (1)Tool Use & Agents (1)

Frequent co-authors

Xinchen Wang (2)Ruida Hu (2)Pengfei Gao (1)Pengfei Gao (1)

Papers (2)

Apr 8, 2026

2w ago

Evaluating Repository-level Software Documentation via Question Answering and Feature-Driven Development

Current LLMs struggle to leverage software documentation for repository-level comprehension, but high-quality documentation can boost agent performance by 20%.

Xinchen Wang, Ruida Hu, Pengfei Gao +2

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Natural Language Processing

2w ago·also SMU

Evaluating LLM-Based 0-to-1 Software Generation in End-to-End CLI Tool Scenarios

LLMs struggle to build complete software from scratch, with even the best models failing more than half the time on a new CLI tool generation benchmark.

Ruida Hu, Xinchen Wang, Chao Peng +2

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

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Chao Peng

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)