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Recent advancements in integrating large language models (LLMs) with application programming interfaces (APIs) have gained significant interest in both academia and industry.
Ifttt vs. zapier: A comparative study of trigger-action programming frameworks
Amir Rahmati, Earlence Fernandes, Jaeyeon Jung, and Atul Prakash · 2017
Earlier work this paper cites.
From robotic process automation to intelligent process automation: –emerging trends–
Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, and Merve Unuvar · 2020
Earlier work this paper cites.
Digital automation platforms comparative study
Mohammed Abdou, Abdelrahman M Ezz, and Ibrahim Farag · 2021
Earlier work this paper cites.
ANPL: Towards natural programming with interactive decomposition
Di Huang, Ziyuan Nan, Xing Hu, Pengwei Jin, Shaohui Peng, Yuanbo Wen, Rui Zhang, Zidong Du, Qi Guo, Yewen Pu, and Yunji Chen · 2023
Earlier work this paper cites.
API-bank: A comprehensive benchmark for tool-augmented LLMs
Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, and Yongbin Li · 2023
Earlier work this paper cites.
A comprehensive overview of large language models
Humza Naveed, Asad Ullah Khan, Shi Qiu, Muhammad Saqib, Saeed Anwar, Muhammad Usman, Nick Barnes, and Ajmal Mian · 2023
Earlier work this paper cites.
Conversation context and quadratic billing, 2023
OpenAI Community · 2023
Earlier work this paper cites.
Toolalpaca: Generalized tool learning for language models with 3000 simulated cases
Qiaoyu Tang, Ziliang Deng, Hongyu Lin, Xianpei Han, Qiao Liang, and Le Sun · 2023
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SPRING: Studying papers and reasoning to play games
Yue Wu, So Yeon Min, Shrimai Prabhumoye, Yonatan Bisk, Ruslan Salakhutdinov, Amos Azaria, Tom Mitchell, and Yuanzhi Li · 2023
Earlier work this paper cites.
The rise and potential of large language model based agents: A survey, 2023
Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, Rui Zheng, Xiaoran Fan, Xiao Wang, Limao Xiong, Yuhao Zhou, Weiran Wang, Changhao Jiang, Yicheng Zou, Xiangyang Liu, Zhangyue Yin, Shihan Dou, Rongxiang Weng, Wensen Cheng, Qi Zhang, Wenjuan Qin, Yongyan Zheng, Xipeng Qiu, Xuanjing Huang, and Tao Gui · 2023
Earlier work this paper cites.
React: Synergizing reasoning and acting in language models
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik R Narasimhan, and Yuan Cao · 2023
Earlier work this paper cites.
Codegeex: A pre-trained model for code generation with multilingual benchmarking on humaneval-x
Qinkai Zheng, Xiao Xia, Xu Zou, Yuxiao Dong, Shan Wang, Yufei Xue, Lei Shen, Zihan Wang, Andi Wang, Yang Li, Teng Su, Zhilin Yang, and Jie Tang · 2023
Earlier work this paper cites.
Qwen2.5-3b-instruct
Alibaba · 2024
Earlier work this paper cites.
Shortcuts app, 2024
Apple · 2024
Earlier work this paper cites.
Apple worldwide developers conference 2024
Apple · 2024
Earlier work this paper cites.
icloud api shortcut, 2024a
Apple · 2024
Earlier work this paper cites.
icloud shortcut, 2024b
Apple · 2024
Cited alongside, same era.
Which is a shortcut, 2024c
Apple · 2024
Cited alongside, same era.
Use the ask each time variable in a shortcut on iphone or ipad
Apple-Inc · 2024
Cited alongside, same era.
Appintent documentation, 2024b
Apple-Inc · 2024
Cited alongside, same era.
Sirikit documentation, 2024c
Apple-Inc · 2024
Cited alongside, same era.
Tasker for android
João Dias · 2024
Cited alongside, same era.
Shortcuts gallery, 2024
Shortcuts Gallery · 2024
Cited alongside, same era.
Open interpreter
OpenInterpreter · 2024
Closest in time.
Gorilla: Large language model connected with massive APIs
Shishir G Patil, Tianjun Zhang, Xin Wang, and Joseph E. Gonzalez · 2024
Closest in time.
ADaPT: As-needed decomposition and planning with language models
Archiki Prasad, Alexander Koller, Mareike Hartmann, Peter Clark, Ashish Sabharwal, Mohit Bansal, and Tushar Khot · 2024
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ToolLLM: Facilitating large language models to master 16000+ real-world apis
Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Lauren Hong, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, dahai li, Zhiyuan Liu, and Maosong Sun · 2024
Closest in time.
Towards completeness-oriented tool retrieval for large language models
Changle Qu, Sunhao Dai, Xiaochi Wei, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Jun Xu, and Ji-Rong Wen · 2024
Closest in time.
Qwen2-72b-instruct
Qwen · 2024
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Meng Wang, and Haofen Wang · 2024
Cited alongside, same era.
Gemini-1.5-pro, 2024
Google · 2024
Cited alongside, same era.
Autogpt, 2024
Significant Gravitas · 2024
Cited alongside, same era.
Agentbench: Evaluating LLMs as agents
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, and Jie Tang · 2024
Cited alongside, same era.
Llama 3, 2024
Meta · 2024
Cited alongside, same era.
Closest in time.
Hugginggpt: Solving ai tasks with chatgpt and its friends in hugging face
Yongliang Shen, Kaitao Song, Xu Tan, Dongsheng Li, Weiming Lu, and Yueting Zhuang · 2024
Closest in time.
Llm in the shell: Generative honeypots
Muris Sladić, Veronica Valeros, Carlos Catania, and Sebastian Garcia · 2024
Closest in time.
AppWorld: A controllable world of apps and people for benchmarking interactive coding agents
Harsh Trivedi, Tushar Khot, Mareike Hartmann, Ruskin Manku, Vinty Dong, Edward Li, Shashank Gupta, Ashish Sabharwal, and Niranjan Balasubramanian · 2024
Closest in time.
On the tool manipulation capability of open-sourced large language models, 2024
Qiantong Xu, Fenglu Hong, Bo Li, Changran Hu, Zhengyu Chen, and Jian Zhang · 2024
Closest in time.
Zapier - automate your work with no code, 2024
Zapier · 2024
Closest in time.
AgentTuning: Enabling generalized agent abilities for LLMs
Aohan Zeng, Mingdao Liu, Rui Lu, Bowen Wang, Xiao Liu, Yuxiao Dong, and Jie Tang · 2024
Closest in time.
xlam: A family of large action models to empower ai agent systems, 2024
Jianguo Zhang, Tian Lan, Ming Zhu, Zuxin Liu, Thai Hoang, Shirley Kokane, Weiran Yao, Juntao Tan, Akshara Prabhakar, Haolin Chen, Zhiwei Liu, Yihao Feng, Tulika Awalgaonkar, Rithesh Murthy, Eric Hu, Zeyuan Chen, Ran Xu, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, and Caiming Xiong · 2024
Closest in time.
Memorybank: Enhancing large language models with long-term memory
Wanjun Zhong, Lianghong Guo, Qiqi Gao, He Ye, and Yanlin Wang · 2024
Closest in time.
Toolqa: A dataset for llm question answering with external tools
Yuchen Zhuang, Yue Yu, Kuan Wang, Haotian Sun, and Chao Zhang · 2024
Closest in time.
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 Jirong Wen · 2095
Closest in time.