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cs.SE2025
ReqInOne: A Large Language Model-Based Agent for Software Requirements Specification Generation
Taohong Zhu, Lucas C. Cordeiro, Youcheng Sun
Software Requirements Specification (SRS) is one of the most important documents in software projects, but writing it manually is time-consuming and often leads to ambiguity. Exist…
cs.LG2025
GPT, But Backwards: Exactly Inverting Language Model Outputs
Adrians Skapars, Edoardo Manino, Youcheng Sun +1
Recent work shows that distinct inputs produce distinct hidden representations in LLMs, so the input can in principle be recovered from them. Yet, no existing method can reliably d…