Lesly Miculicich

Lesly Miculicich

I'm a Senior Research Engineer at Google Cloud AI Research team. My recent work focuses on LLM's reasoning capabilities and structured data understanding. Previously, I was Researcher at Microsoft, and I received my PhD degree from EPFL in Switzerland. My research interest is on general natural language understanding, and machine learning.

Research Areas

Authored Publications
8 results

Sort By
  • Title
  • Title, descending
  • Year
  • Year, descending
    Model Swarms: Collaborative Search of Adapted LLM Experts via Swarm Intelligence
    Shangbin Feng
    Zifeng Wang
    Yike Wang
    Sayna Ebrahimi
    Hamid Palangi
    Lesly Miculicich
    Ace Kulshrestha
    Nathalie Rauschmayr
    Yejin Choi
    Yulia Tsvetkov
    Chen-Yu Lee
    Tomas Pfister
    2024
    CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
    I-Hung Hsu
    Zifeng Wang
    Long Le
    Lesly Miculicich
    Nanyun Peng
    Chen-Yu Lee
    Tomas Pfister
    2024
    SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL
    Ruoxi Sun
    Sercan Arik
    Alex Muzio
    Lesly Miculicich
    Satya Gundabathula
    Pengcheng Yin
    Hanjun Dai
    Hootan Nakhost
    Raj Sinha
    Zifeng Wang
    Tomas Pfister
    TMLR (2024)
    Chain-of-Table: Evolves Tables in the LLM Reasoning Chain for Table Understanding
    Zilong Wang
    Hao Zhang
    Chun-Liang Li
    Julian Eisenschlos
    Vincent Perot
    Zifeng Wang
    Lesly Miculicich
    Yasuhisa Fujii
    Jingbo Shang
    Chen-Yu Lee
    Tomas Pfister
    ICLR (2024)
    Transformers as Graph-to-Graph Models
    James Henderson
    Alireza Mohammadshahi
    Andrei C. Coman
    Lesly Miculicich
    The Big Picture Workshop, ACL, (2023)
    Search on Google Scholar