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2410.22394
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AAAR-1.0: Assessing AI's Potential to Assist Research
29 October 2024
Renze Lou
Hanzi Xu
Sijia Wang
Jiangshu Du
Ryo Kamoi
Xiaoxin Lu
Jian Xie
Yuxuan Sun
Yusen Zhang
Jihyun Janice Ahn
Hongchao Fang
Zhuoyang Zou
Wenchao Ma
Xi Li
Kaipeng Zhang
Congying Xia
Lifu Huang
Wenpeng Yin
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Papers citing
"AAAR-1.0: Assessing AI's Potential to Assist Research"
5 / 5 papers shown
Title
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
Yunxiang Zhang
Muhammad Khalifa
Shitanshu Bhushan
Grant D Murphy
Lajanugen Logeswaran
Jaekyeom Kim
Moontae Lee
Honglak Lee
Lu Wang
LLMAG
ELM
64
0
0
13 Apr 2025
Prompt-Reverse Inconsistency: LLM Self-Inconsistency Beyond Generative Randomness and Prompt Paraphrasing
Jihyun Janice Ahn
Wenpeng Yin
SILM
LRM
58
1
0
02 Apr 2025
Survey on Evaluation of LLM-based Agents
Asaf Yehudai
Lilach Eden
Alan Li
Guy Uziel
Yilun Zhao
Roy Bar-Haim
Arman Cohan
Michal Shmueli-Scheuer
LLMAG
ELM
Presented at
ResearchTrend Connect | LLMAG
on
07 May 2025
95
7
0
20 Mar 2025
LLM Agents for Education: Advances and Applications
Zhendong Chu
Shen Wang
Jian Xie
Tinghui Zhu
Yibo Yan
...
Aoxiao Zhong
Xuming Hu
Jing Liang
Philip S. Yu
Qingsong Wen
LLMAG
ELM
118
2
0
14 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
Zekun Zhou
Xiaocheng Feng
L. Huang
Xiachong Feng
Ziyun Song
...
Baoxin Wang
Dayong Wu
Guoping Hu
Ting Liu
Bing Qin
AI4TS
77
1
0
03 Mar 2025
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