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Extending the capabilities of Large Language Models (LLMs) with functions or tools for environment interaction has led to the emergence of the agent paradigm.
Levenshtein Distance: Information theory, Computer science, String (computer science), String metric, Damerau?Levenshtein distance, Spell checker, Hamming distance
Frederic P. Miller, Agnes F. Vandome, and John McBrewster. 2009 · 2009
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Density-based clustering based on hierarchical density estimates
Ricardo J. G. B. Campello, Davoud Moulavi, and Joerg Sander. 2013 · 2013
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Watson: beyond jeopardy!
David Ferrucci, Anthony Levas, Sugato Bagchi, David Gondek, and Erik T Mueller. 2013 · 2013
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Umap: Uniform manifold approximation and projection
Leland McInnes, John Healy, Nathaniel Saul, and Lukas Grossberger. 2018 · 2018
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Robust distant supervision relation extraction via deep reinforcement learning
Pengda Qin, Weiran Xu, and William Yang Wang. 2018 · 2018
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Relation extraction using distant supervision: A survey
Alisa Smirnova and Philippe Cudré-Mauroux. 2018 · 2018
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Calibrate before use: Improving few-shot performance of language models
Zihao Zhao, Eric Wallace, Shi Feng, Dan Klein, and Sameer Singh. 2021 · 2021
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Synthetic dialogue dataset generation using LLM agents
Yelaman Abdullin, Diego Molla, Bahadorreza Ofoghi, John Yearwood, and Qingyang Li. 2023 · 2023
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Can large language models be an alternative to human evaluations?
Cheng-Han Chiang and Hung-yi Lee. 2023 · 2023
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Chatgpt for vulnerability detection, classification, and repair: How far are we?
Michael Fu, Chakkrit Kla Tantithamthavorn, Van Nguyen, and Trung Le. 2023 · 2023
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Alpacaeval: An automatic evaluator of instruction-following models
Xuechen Li, Tianyi Zhang, Yann Dubois, Rohan Taori, Ishaan Gulrajani, Carlos Guestrin, Percy Liang, and Tatsunori B. Hashimoto. 2023 · 2023
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GeMQuAD : Generating multilingual question answering datasets from large language models using few shot learning
Amani Namboori, Shivam Sadashiv Mangale, Andy Rosenbaum, and Saleh Soltan. 2023 · 2023
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Large language model alignment: A survey
Tianhao Shen, Renren Jin, Yufei Huang, Chuang Liu, Weilong Dong, Zishan Guo, Xinwei Wu, Yan Liu, and Deyi Xiong. 2023 · 2023
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Aligning large language models with human: A survey
Yufei Wang, Wanjun Zhong, Liangyou Li, Fei Mi, Xingshan Zeng, Wenyong Huang, Lifeng Shang, Xin Jiang, and Qun Liu. 2023 · 2023
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Large language models are better reasoners with self-verification
Yixuan Weng, Minjun Zhu, Fei Xia, Bin Li, Shizhu He, Shengping Liu, Bin Sun, Kang Liu, and Jun Zhao. 2023 · 2023
Cited alongside, same era.
The rise and potential of large language model based agents: A survey
Zhiheng Xi, Wenxiang Chen, Xin Guo, Wei He, Yiwen Ding, Boyang Hong, Ming Zhang, Junzhe Wang, Senjie Jin, Enyu Zhou, et al. 2023 · 2023
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A survey of large language models
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, et al. 2023 · 2023
Cited alongside, same era.
How susceptible are LLMs to influence in prompts?
Sotiris Anagnostidis and Jannis Bulian. 2024 · 2024
Cited alongside, same era.
On LLMs-driven synthetic data generation, curation, and evaluation: A survey
Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, and Haobo Wang. 2024 · 2024
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Large language models: A survey
Shervin Minaee, Tomas Mikolov, Narjes Nikzad, Meysam Chenaghlu, Richard Socher, Xavier Amatriain, and Jianfeng Gao. 2024 · 2024
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Agentinstruct: Toward generative teaching with agentic flows
Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, and Ahmed Awadallah. 2024 · 2024
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Samee Arif, Sualeha Farid, Abdul Hameed Azeemi, Awais Athar, and Agha Ali Raza. 2024 · 2024
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Reverse question answering: Can an llm write a question so hard (or bad) that it can’t answer?
Nishant Balepur, Feng Gu, Abhilasha Ravichander, Shi Feng, Jordan Boyd-Graber, and Rachel Rudinger. 2024 · 2024
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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 · 2024
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A survey on in-context learning
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Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Amy Yang, Angela Fan, et al. 2024 · 2024
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Length-controlled alpacaeval: A simple way to debias automatic evaluators
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Cited alongside, same era.
Scaling synthetic data creation with 1,000,000,000 personas
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Jiawei Gu, Xuhui Jiang, Zhichao Shi, Hexiang Tan, Xuehao Zhai, Chengjin Xu, Wei Li, Yinghan Shen, Shengjie Ma, Honghao Liu, Yuanzhuo Wang, and Jian Guo. 2024 · 2024
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Gorilla: Large language model connected with massive APIs
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ToolLLM: Facilitating large language models to master 16000+ real-world APIs
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Toolformer: Language models can teach themselves to use tools
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Case2code: Learning inductive reasoning with synthetic data
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Autogen: Enabling next-gen llm applications via multi-agent conversation
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C-pack: Packed resources for general chinese embeddings
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Judging llm-as-a-judge with mt-bench and chatbot arena
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