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On Evaluating the Integration of Reasoning and Action in LLM Agents with
  Database Question Answering

On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering

16 November 2023
Linyong Nan
Ellen Zhang
Weijin Zou
Yilun Zhao
Wenfei Zhou
Arman Cohan
    LLMAG
ArXiv (abs)PDFHTML

Papers citing "On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering"

9 / 9 papers shown
RevoNAD: Reflective Evolutionary Exploration for Neural Architecture Design
RevoNAD: Reflective Evolutionary Exploration for Neural Architecture Design
Gyusam Chang
Jeongyoon Yoon
Shin han yi
JaeHyeok Lee
Sujin Jang
S. Kim
144
0
0
05 Dec 2025
ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation
ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation
Yiran Wu
Mauricio Velazco
Andrew Zhao
Manuel Raúl Meléndez Luján
Srisuma Movva
...
Roberto Rodriguez
Qingyun Wu
Michael Albada
Julia Kiseleva
Anand Mudgerikar
LLMAGELM
470
7
0
14 Jul 2025
Table-R1: Inference-Time Scaling for Table Reasoning
Table-R1: Inference-Time Scaling for Table Reasoning
Zheyuan Yang
Lyuhao Chen
Arman Cohan
Yilun Zhao
LMTDReLMLRM
569
16
0
29 May 2025
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
Dawei Li
Bohan Jiang
Liangjie Huang
Alimohammad Beigi
Chengshuai Zhao
...
Canyu Chen
Tianhao Wu
Kai Shu
Lu Cheng
Huan Liu
ELMAILaw
1.3K
363
0
25 Nov 2024
GUIDEQ: Framework for Guided Questioning for progressive informational
  collection and classification
GUIDEQ: Framework for Guided Questioning for progressive informational collection and classificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Priya Mishra
Suraj Racha
Kaustubh Ponkshe
Adit Akarsh
Ganesh Ramakrishnan
231
0
0
08 Nov 2024
Save It for the "Hot" Day: An LLM-Empowered Visual Analytics System for
  Heat Risk Management
Save It for the "Hot" Day: An LLM-Empowered Visual Analytics System for Heat Risk Management
Haobo Li
Wong Kam-Kwai
Yan Luo
Juntong Chen
Chengzhong Liu
Yaxuan Zhang
Alexis Kai Hon Lau
Huamin Qu
Dongyu Liu
308
7
0
05 Jun 2024
DACO: Towards Application-Driven and Comprehensive Data Analysis via
  Code Generation
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
Xueqing Wu
Rui Zheng
Jingzhen Sha
Te-Lin Wu
Hanyu Zhou
Mohan Tang
Kai-Wei Chang
Nanyun Peng
Haoran Huang
261
8
0
04 Mar 2024
A Survey of Table Reasoning with Large Language Models
A Survey of Table Reasoning with Large Language Models
Xuanliang Zhang
Dingzirui Wang
Longxu Dou
Qingfu Zhu
Wanxiang Che
LMTDLRM
380
28
0
13 Feb 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex
  Tabular Reasoning on Electronic Health Records
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health RecordsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Wenqi Shi
Ran Xu
Yuchen Zhuang
Yue Yu
Jieyu Zhang
Hang Wu
Yuanda Zhu
Joyce C. Ho
Carl Yang
Hang Wu
232
80
0
13 Jan 2024
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