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2401.00812
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If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents
1 January 2024
Ke Yang
Jiateng Liu
John Wu
Chaoqi Yang
Yi Ren Fung
Sha Li
Zixuan Huang
Xu Cao
Xingyao Wang
Yiquan Wang
Heng Ji
Chengxiang Zhai
LLMAG
ELM
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Papers citing
"If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents"
23 / 23 papers shown
Title
PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent
Jiateng Liu
Lin Ai
Zizhou Liu
Payam Karisani
Zheng Hui
May Fung
Preslav Nakov
Julia Hirschberg
Heng Ji
DiffM
83
3
0
17 Feb 2025
Integrating Expert Knowledge into Logical Programs via LLMs
Franciszek Górski
Oskar Wysocki
Marco Valentino
André Freitas
12
0
0
17 Feb 2025
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
Yifan Song
Weimin Xiong
Xiutian Zhao
Dawei Zhu
Wenhao Wu
Ke Wang
Cheng Li
Wei Peng
Sujian Li
LLMAG
11
9
0
10 Oct 2024
CursorCore: Assist Programming through Aligning Anything
Hao Jiang
Qi Liu
Rui Li
Shengyu Ye
Shijin Wang
34
1
0
09 Oct 2024
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models
Shaoxiong Ji
Zihao Li
Indraneil Paul
Jaakko Paavola
Peiqin Lin
...
Dayyán O'Brien
Hengyu Luo
Hinrich Schütze
Jörg Tiedemann
Barry Haddow
CLL
31
3
0
26 Sep 2024
SuperCoder2.0: Technical Report on Exploring the feasibility of LLMs as Autonomous Programmer
Anmol Gautam
Kishore Kumar
Adarsh Jha
Mukunda NS
Ishaan Bhola
41
1
0
17 Sep 2024
How Does Code Pretraining Affect Language Model Task Performance?
Jackson Petty
Sjoerd van Steenkiste
Tal Linzen
33
7
0
06 Sep 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review
Jie Zhang
Haoyu Bu
Hui Wen
Yu Chen
Lun Li
Hongsong Zhu
24
36
0
06 May 2024
Benchmarking ChatGPT on Algorithmic Reasoning
Sean McLeish
Avi Schwarzschild
Tom Goldstein
AI4MH
LRM
21
4
0
04 Apr 2024
Stable Code Technical Report
Nikhil Pinnaparaju
Reshinth Adithyan
Duy Phung
J. Tow
James Baicoianu
...
Maksym Zhuravinskyi
Dakota Mahan
Marco Bellagente
Carlos Riquelme
Nathan Cooper
LRM
ALM
16
13
0
01 Apr 2024
Levels of AI Agents: from Rules to Large Language Models
Yu Huang
AI4CE
ELM
LM&Ro
22
2
0
06 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Yuqi Zhu
Shuofei Qiao
Yixin Ou
Shumin Deng
N. Zhang
Shiwei Lyu
Yue Shen
Lei Liang
Jinjie Gu
H. Chen
LLMAG
LM&Ro
52
25
0
05 Mar 2024
Large Language Models for Robotics: A Survey
Fanlong Zeng
Wensheng Gan
Yongheng Wang
Ning Liu
Philip S. Yu
LM&Ro
109
121
0
13 Nov 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving
Hao Sha
Yao Mu
Yuxuan Jiang
Li Chen
Chenfeng Xu
Ping Luo
Shengbo Eben Li
Masayoshi Tomizuka
Wei Zhan
Mingyu Ding
99
154
0
04 Oct 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
Xingyao Wang
Zihan Wang
Jiateng Liu
Yangyi Chen
Lifan Yuan
Hao Peng
Heng Ji
LRM
120
137
0
19 Sep 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
Kenton Lee
Mandar Joshi
Iulia Turc
Hexiang Hu
Fangyu Liu
Julian Martin Eisenschlos
Urvashi Khandelwal
Peter Shaw
Ming-Wei Chang
Kristina Toutanova
CLIP
VLM
148
259
0
07 Oct 2022
Binding Language Models in Symbolic Languages
Zhoujun Cheng
Tianbao Xie
Peng Shi
Chengzu Li
Rahul Nadkarni
...
Dragomir R. Radev
Mari Ostendorf
Luke Zettlemoyer
Noah A. Smith
Tao Yu
LMTD
109
195
0
06 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models
Shunyu Yao
Jeffrey Zhao
Dian Yu
Nan Du
Izhak Shafran
Karthik Narasimhan
Yuan Cao
LLMAG
ReLM
LRM
208
2,413
0
06 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning
Yao Fu
Hao-Chun Peng
Ashish Sabharwal
Peter Clark
Tushar Khot
ReLM
LRM
152
298
0
03 Oct 2022
Autoformalization with Large Language Models
Yuhuai Wu
Albert Q. Jiang
Wenda Li
M. Rabe
Charles Staats
M. Jamnik
Christian Szegedy
AI4CE
108
107
0
25 May 2022
A Systematic Evaluation of Large Language Models of Code
Frank F. Xu
Uri Alon
Graham Neubig
Vincent J. Hellendoorn
ELM
ALM
188
624
0
26 Feb 2022
Measuring Coding Challenge Competence With APPS
Dan Hendrycks
Steven Basart
Saurav Kadavath
Mantas Mazeika
Akul Arora
...
Collin Burns
Samir Puranik
Horace He
D. Song
Jacob Steinhardt
ELM
AIMat
ALM
189
614
0
20 May 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Mor Geva
Daniel Khashabi
Elad Segal
Tushar Khot
Dan Roth
Jonathan Berant
RALM
242
460
0
06 Jan 2021
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