Fetching the paper…
Reading the bibliography…
The exponential growth of scientific literature poses unprecedented challenges for researchers attempting to synthesize knowledge across rapidly evolving fields.
A dendrite method for cluster analysis
T. Caliński and J. Harabasz · 1974
Earlier work this paper cites.
A cluster separation measure
David L. Davies and Donald W. Bouldin · 1979
Earlier work this paper cites.
Least squares quantization in PCM
S. Lloyd · 1982
Earlier work this paper cites.
Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
Peter J. Rousseeuw · 1987
Earlier work this paper cites.
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Nils Reimers and Iryna Gurevych · 2019
Earlier work this paper cites.
Retrieval-augmented generation for knowledge-intensive NLP tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, Sebastian Riedel, and Douwe Kiela · 2020
Earlier work this paper cites.
The Semantic Scholar Open Data Platform
Rodney Kinley, Mark Neumann, Kuansan Wang, Lucy Lu Wang, and Kyle Lo · 2023
Earlier work this paper cites.
Scientific discovery in the age of artificial intelligence
Hanchen Wang, Tianfan Fu, Yuanqi Du, Wenhao Gao, Kexin Huang, Ziming Liu, Payal Chandak, Shengchao Liu, Peter Van Katwyk, Andreea Deac, Anima Anandkumar, Karianne Bergen, Carla P. Gomes, Shuiwang Ji, Pushmeet Kohli, Joan Lasenby, Jure Leskovec, Tie-Yan Liu, Arjun Manrai, Debora Marks, Bharath Ramsundar, Le Song, Jimeng Sun, Jian Tang, Petar Veljković, Max Welling, Lerrel Pinto, Tommi Jaakkola, and Regina Barzilay · 2023
Cited alongside, same era.
ReAct: Synergizing Reasoning and Acting in Language Models
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, and Yuan Cao · 2023
Cited alongside, same era.
AI at Meta · 2024
Cited alongside, same era.
LitSearch: A Retrieval Benchmark for Scientific Literature Search
Anirudh Ajith, Mengzhou Xia, Alexis Chevalier, Tanya Goyal, Danqi Chen, and Tianyu Gao · 2024
Cited alongside, same era.
A Survey on Evaluation of Large Language Models
Yupeng Chang, Xu Wang, Jindong Wang, Yuan Wu, Linyi Yang, Kaijie Zhu, Hao Chen, Xiaoyuan Yi, Cunxiang Wang, Yidong Wang, Wei Ye, Yue Zhang, Yi Chang, Philip S. Yu, Qiang Yang, and Xing Xie · 2024
Automating Systematic Literature Reviews with Retrieval-Augmented Generation: A Comprehensive Overview
Said A. Salloum, Muhammad Alshurideh, and Ahmad Aburayya · 2024
Later among the works it cites.
A Survey on Large Language Model based Autonomous Agents
Lei Wang, Chen Ma, Xueyang Feng, Zeyu Zhang, Hao Yang, Jingsen Zhang, Zhiyuan Chen, Jiakai Tang, Xu Chen, Yankai Lin, Wayne Xin Zhao, Zhewei Wei, and Ji-Rong Wen · 2024
Later among the works it cites.
SurveyAgent: A Conversational System for Personalized and Efficient Research Survey
Xintao Wang, Jiangjie Chen, Nianqi Li, Lida Chen, Xinfeng Yuan, Wei Shi, Xuyang Ge, Rui Xu, and Yanghua Xiao · 2024
Later among the works it cites.
AutoSurvey: Large Language Models Can Automatically Write Surveys
Yidong Wang, Qi Guo, Wenjin Yao, Hongbo Zhang, Xin Zhang, Zhen Wu, Meishan Zhang, Xinyu Dai, Min Zhang, Qingsong Wen, Wei Ye, Shikun Zhang, and Yue Zhang · 2024
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Comprehensive Evaluation of Large Language Models for Topic Modeling
Tomohiro Gao, Jun Zhang, and Yue Zhang · 2024
Cited alongside, same era.
A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
Yongchao Liu, Hanyang Zhong, and Yang Li · 2024
Cited alongside, same era.
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie, and Ji-Rong Wen · 2024
Later among the works it cites.
The emergence of Large Language Models (LLM) as a tool in literature reviews: an LLM automated systematic review
Tyna Eloundou, Sam Manning, Pamela Mishkin, and Daniel Rock · 2025
Closest in time.
PaSa: An LLM Agent for Comprehensive Academic Paper Search
Yichen He, Guanhua Huang, Peiyuan Feng, Yuan Lin, Yuchen Zhang, Hang Li, and Weinan E · 2025
Closest in time.