Hiroaki Hayashi

I am a research scientist at Salesforce Research.

Interests

• Controllable natural language generation
• Text summarization
• Controllable programming language generation

Recent Work

• CodeGen2.5: Small, but mighty (Blog)
  Erik Nijkamp^*, Hiroaki Hayashi^*, Yingbo Zhou, Caiming Xiong
• CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
  Erik Nijkamp^*, Hiroaki Hayashi^*, Caiming Xiong, Silvio Savarese, Yingbo Zhou
• CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
  Erik Nijkamp^*, Bo Pang^*, Hiroaki Hayashi^*, Lifu Tu, Huan Wang, Yingbo Zhou, Silvio Savarese, Caiming Xiong
• Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
  Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig
• WikiAsp: A Dataset for Multi-domain Aspect-based Summarization
  Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig
• GSum: A General Framework for Guided Neural Abstractive Summarization
  Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig