Hamed Zamani
UMass Amherst — Manning College of Information & Computer Sciences (CICS) · Associate Professor
Research focus: information retrieval · neural IR · retrieval-augmented generation · LLMs
保护项目 2 的预审审核：构建以 information retrieval、neural IR、retrieval-augmented generation、自然语言处理 (NLP)、机器学习 (ML)、强化学习 (RL)、大语言模型 (LLM) 以及 LLM 信息访问为特征的匹配图。请提及一个近期论文或项目，并说明您计划在第一个学期启动的一个具体扩展。
Who this advisor fits / 什么情况下适合你
- Strong RAG/neural-IR target; ask about current student outcomes and active recruiting directly.
- 强 RAG 方向的神经信息检索（neural-IR）目标；请询问当前学生的学术成果及正在进行的招聘情况。
What to watch for / 什么情况下要慎重
- You need strong placement evidence, but public signals for this PI are still thin.
- 你需要强证据的毕业去向分布，而这位 PI 目前公开信号仍较薄。
Public evidence as of 2026-06-10
These are decision-support signals compiled from public evidence (faculty pages, publications, lab sites) to help you ask better questions — not a ranking, rating, or allegation about this advisor. / 以上为基于公开信息整理的择校参考，帮助你提出更好的问题，并非排名、评分或对该导师的指控。
Ask a verified 学长学姐 / 同校 .edu 认证点评
The thing applicants say only 师兄师姐 can tell you — current & former students of this lab, verified by their school .edu. Open the full dossier to read or add a verified note.