Navigating the Fermi Multiverse: Assessing LLMs for Complex Multi-hop Queries

Mostafa Rahgouy; Hamed Babaei Giglou; Dongji Feng; Taher Rahgooy; Gerry Dozier; Cheryl D. Seals

Navigating the Fermi Multiverse: Assessing LLMs for Complex Multi-hop Queries

Mostafa Rahgouy
, Hamed Babaei Giglou
, Dongji Feng
, Taher Rahgooy
, Gerry Dozier
, Cheryl D. Seals

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Journal	CEUR Workshop Proceedings
Volume	3551
State	Published - 2023
Externally published	Yes
Event	7th Workshop on Natural Language for Artificial Intelligence, NL4AI 2023 - Rome, Italy Duration: Nov 6 2023 → Nov 7 2023

ASJC Scopus Subject Areas

General Computer Science

Keywords

Fermi Problems
Few-shot Learning
Fine-tuning
LLMs
Natural Language Reasoning
NLP
QA

Access to Document

https://ceur-ws.org/Vol-3551/paper9.pdf

Cite this

@article{7e40427494414728927aff57bb975456,

title = "Navigating the Fermi Multiverse: Assessing LLMs for Complex Multi-hop Queries",

keywords = "Fermi Problems, Few-shot Learning, Fine-tuning, LLMs, Natural Language Reasoning, NLP, QA",

author = "Mostafa Rahgouy and Giglou, \{Hamed Babaei\} and Dongji Feng and Taher Rahgooy and Gerry Dozier and Seals, \{Cheryl D.\}",

note = "Publisher Copyright: {\textcopyright} 2023 Copyright for this paper by its authors.; 7th Workshop on Natural Language for Artificial Intelligence, NL4AI 2023 ; Conference date: 06-11-2023 Through 07-11-2023",

year = "2023",

language = "English",

volume = "3551",

journal = "CEUR Workshop Proceedings",

issn = "1613-0073",

}

TY - JOUR

T1 - Navigating the Fermi Multiverse

T2 - 7th Workshop on Natural Language for Artificial Intelligence, NL4AI 2023

AU - Rahgouy, Mostafa

AU - Giglou, Hamed Babaei

AU - Feng, Dongji

AU - Rahgooy, Taher

AU - Dozier, Gerry

AU - Seals, Cheryl D.

PY - 2023

Y1 - 2023

KW - Fermi Problems

KW - Few-shot Learning

KW - Fine-tuning

KW - LLMs

KW - Natural Language Reasoning

KW - NLP

KW - QA

UR - https://www.scopus.com/pages/publications/85178378565

UR - https://www.scopus.com/pages/publications/85178378565#tab=citedBy

M3 - Conference article

AN - SCOPUS:85178378565

SN - 1613-0073

VL - 3551

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

Y2 - 6 November 2023 through 7 November 2023

ER -

Navigating the Fermi Multiverse: Assessing LLMs for Complex Multi-hop Queries

ASJC Scopus Subject Areas

Keywords

Access to Document

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