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Recent advances in LLMs have sparked a debate on whether they understand text.
The mind of mechanical man
Geoffrey Jefferson. 1949 · 1949
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Claude E Shannon. 1950 · 1950
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Syntactic structures
Noam Chomsky. 2002 · 2002
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AI techniques for the game of Go
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The pascal recognising textual entailment challenge
Ido Dagan, Oren Glickman, and Bernardo Magnini. 2005 · 2005
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Why dualism (and materialism) fail to account for consciousness
John Searle. 2010 · 2010
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From a single decision to a multi-step algorithm
Stanislas Dehaene and Mariano Sigman. 2012 · 2012
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SemEval 2014 task 8: Broad-coverage semantic dependency parsing
Stephan Oepen, Marco Kuhlmann, Yusuke Miyao, Daniel Zeman, Dan Flickinger, Jan Hajič, Angelina Ivanova, and Yi Zhang. 2014 · 2014
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A large annotated corpus for learning natural language inference
Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning. 2015 · 2015
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Neural correlates of consciousness: progress and problems
Christof Koch, Marcello Massimini, Mélanie Boly, and Giulio Tononi. 2016 · 2016
God, human, animal, machine: Technology, metaphor, and the search for meaning
Meghan O’Gieblyn. 2021 · 2021
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SummaC: Re-visiting NLI-based models for inconsistency detection in summarization
Philippe Laban, Tobias Schnabel, Paul N. Bennett, and Marti A. Hearst. 2022 · 2022
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Human language understanding & reasoning
Christopher D. Manning. 2022 · 2022
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Nonsense on stilts
Gary Marcus. 2022 · 2022
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The strength of weak integrated information theory
Pedro A. M. Mediano, Fernando E. Rosas, Daniel Bor, Anil. K. Seth, and Adam B. Barrett. 2022 · 2022
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The debate over understanding in ai’s large language models
Melanie Mitchell and David C. Krakauer. 2022 · 2022
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Universal Dependencies v1: A multilingual treebank collection
Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajič, Christopher D. Manning, Ryan McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, and Daniel Zeman. 2016 · 2016
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Mastering the game of go with deep neural networks and tree search
David Silver, Aja Huang, Chris J Maddison, Arthur Guez, Laurent Sifre, George Van Den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, et al. 2016 · 2016
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Integrated information theory: from consciousness to its physical substrate
Giulio Tononi, Mélanie Boly, Marcello Massimini, and Christof Koch. 2016 · 2016
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Mastering chess and shogi by self-play with a general reinforcement learning algorithm
David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, L. Sifre, Dharshan Kumaran, Thore Graepel, Timothy P. Lillicrap, Karen Simonyan, and Demis Hassabis. 2017 · 2017
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GLUE: A multi-task benchmark and analysis platform for natural language understanding
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, and Samuel Bowman. 2018 · 2018
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A broad-coverage challenge corpus for sentence understanding through inference
Adina Williams, Nikita Nangia, and Samuel Bowman. 2018 · 2018
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Meaning without reference in large language models
Steven T. Piantadosi and Felix Hill. 2022 · 2022
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Consciousness
Robert Van Gulick. 2022 · 2022
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Multilingual summarization with factual consistency evaluation
Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth Clark, and Mirella Lapata. 2023 · 2023
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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
BIG bench authors. 2023 · 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, Harsha Nori, Hamid Palangi, Marco Tulio Ribeiro, and Yi Zhang. 2023 · 2023
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Holistic evaluation of language models
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, et al. 2023 · 2023
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Factscore: Fine-grained atomic evaluation of factual precision in long form text generation
Sewon Min, Kalpesh Krishna, Xinxi Lyu, Mike Lewis, Wen-tau Yih, Pang Wei Koh, Mohit Iyyer, Luke Zettlemoyer, and Hannaneh Hajishirzi. 2023 · 2023
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Ai will never convey the essence of human empathy
Anat Perry. 2023 · 2023
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Tests for consciousness in humans and beyond
Tim Bayne, Anil K Seth, Marcello Massimini, Joshua Shepherd, Axel Cleeremans, Stephen M Fleming, Rafael Malach, Jason B Mattingley, David K Menon, Adrian M Owen, et al. 2024 · 2024
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Physicalism
Daniel Stoljar. 2024 · 2024
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