Pengcheng Yin
3 papers · Latest:
Software Engineering
ProgramBench: Can Language Models Rebuild Programs From Scratch?
ProgramBench evaluates language models' ability to holistically rebuild software from scratch, revealing current LMs struggle with architectural decisions.
2605.03546
Natural Language ProcessingGemini: A Family of Highly Capable Multimodal Models
Gemini is a new family of multimodal AI models excelling in image, audio, video, and text understanding, achieving state-of-the-art results across numerous benchmarks including human-expert level on MMLU.
2312.11805
Natural Language ProcessingPaLM: Scaling Language Modeling with Pathways
PaLM is a 540-billion parameter Transformer language model that achieves state-of-the-art few-shot learning performance across diverse benchmarks, demonstrating significant benefits from scaling.
2204.02311
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