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Large language models (LLMs) have shown remarkable capabilities across a broad range of tasks involving question answering and the generation of coherent text and code.
Superintelligence: Paths, Dangers, Strategies
Nick Bostrom · 2014
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Concrete problems in ai safety
Dario Amodei, Chris Olah, Jacob Steinhardt, Paul Christiano, John Schulman, and Dan Mané · 2016
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Improving language understanding by generative pre-training
Alec Radford, Karthik Narasimhan, Tim Salimans, Ilya Sutskever, et al · 2018
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, Ilya Sutskever, et al · 2019
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World development indicators: Co2 emissions (metric tons per capita), 2019
World Bank · 2019
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Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 2020
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World development indicators: Life expectancy at birth, total (years), 2020
World Bank · 2020
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World development indicators: Land area (sq. km), 2020
World Bank · 2020
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World development indicators: Population, total, 2021
World Bank · 2021
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Copernicus global digital elevation model
European Space Agency and Sinergise · 2021
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Palm: Scaling language modeling with pathways
Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, et al · 2022
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Bloom: A 176b-parameter open-access multilingual language model
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilić, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, et al · 2022
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Extracting cultural commonsense knowledge at scale
Tuan-Phong Nguyen, Simon Razniewski, Aparna Varde, and Gerhard Weikum · 2022
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Geomlama: Geo-diverse commonsense probing on multilingual pre-trained language models
Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, and Kai-Wei Chang · 2022
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Ernie-geol: A geography-and-language pre-trained model and its applications in baidu maps
Jizhou Huang, Haifeng Wang, Yibo Sun, Yunsheng Shi, Zhengjie Huang, An Zhuo, and Shikun Feng · 2022
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List of mountains in the world, v2
Yash Yadav · 2022
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Chip War: The Fight for the World’s Most Critical Technology
Chris Miller · 2022
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Gpt-4 technical report, 2023
OpenAI · 2023
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Llama: Open and efficient foundation language models
Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, et al · 2023
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Sparks of artificial general intelligence: Early experiments with gpt-4
Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, Johannes Gehrke, Eric Horvitz, Ece Kamar, Peter Lee, Yin Tat Lee, Yuanzhi Li, Scott Lundberg, et al · 2023
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John Giorgi, Augustin Toma, Ronald Xie, Sondra Chen, Kevin R An, Grace X Zheng, and Bo Wang · 2023
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Xiangru Tang, Andrew Tran, Jeffrey Tan, and Mark Gerstein · 2023
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Evaluating gpt-4 and chatgpt on japanese medical licensing examinations
Jungo Kasai, Yuhei Kasai, Keisuke Sakaguchi, Yutaro Yamada, and Dragomir Radev · 2023
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Yuqing Wang, Yun Zhao, and Linda Petzold · 2023
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Weiwei Sun, Lingyong Yan, Xinyu Ma, Pengjie Ren, Dawei Yin, and Zhaochun Ren · 2023
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The multimodal and modular ai chef: Complex recipe generation from imagery
David Noever and Samantha Elizabeth Miller Noever · 2023
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How well do large language models perform in arithmetic tasks?
Zheng Yuan, Hongyi Yuan, Chuanqi Tan, Wei Wang, and Songfang Huang · 2023
Cited alongside, same era.
Can gpt-4 perform neural architecture search?
Mingkai Zheng, Xiu Su, Shan You, Fei Wang, Chen Qian, Chang Xu, and Samuel Albanie · 2023
Cited alongside, same era.
Capabilities of gpt-4 on medical challenge problems
Harsha Nori, Nicholas King, Scott Mayer McKinney, Dean Carignan, and Eric Horvitz · 2023
Cited alongside, same era.
Survey of hallucination in natural language generation
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Ye Jin Bang, Andrea Madotto, and Pascale Fung · 2023
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Ai-assisted coding: Experiments with gpt-4
Russell A Poldrack, Thomas Lu, and Gašper Beguš · 2023
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Gerd Kortemeyer · 2023
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Speak, memory: An archaeology of books known to chatgpt/gpt-4
Kent K Chang, Mackenzie Cramer, Sandeep Soni, and David Bamman · 2023
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Simulating hp lovecraft horror literature with the chatgpt large language model
Eduardo C Garrido-Merchán, José Luis Arroyo-Barrigüete, and Roberto Gozalo-Brihuela · 2023
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Chatclimate: Grounding conversational ai in climate science
Saeid Ashraf Vaghefi, Qian Wang, Veruska Muccione, Jingwei Ni, Mathias Kraus, Julia Bingler, Tobias Schimanski, Chiara Colesanti-Senni, Dominik Stammbach, Nicolas Webersinke, et al · 2023
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Evaluating the logical reasoning ability of chatgpt and gpt-4
Hanmeng Liu, Ruoxi Ning, Zhiyang Teng, Jian Liu, Qiji Zhou, and Yue Zhang · 2023
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Autonomous gis: the next-generation ai-powered gis
Zhenlong Li and Huan Ning · 2023
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A multi-modal geographic pre-training method
Ruixue Ding, Boli Chen, Pengjun Xie, Fei Huang, Xin Li, Qiang Zhang, and Yao Xu · 2023
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World cities database, v5
Yash Yadav · 2023
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Model evaluation for extreme risks
Toby Shevlane, Sebastian Farquhar, Ben Garfinkel, Mary Phuong, Jess Whittlestone, Jade Leung, Daniel Kokotajlo, Nahema Marchal, Markus Anderljung, Noam Kolt, et al · 2023
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Satin: A multi-task metadataset for classifying satellite imagery using vision-language models
Jonathan Roberts, Kai Han, and Samuel Albanie · 2023
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