The Debate Over Understanding in AI's Large Language Models

14 October 2022

Papers citing "The Debate Over Understanding in AI's Large Language Models"

44 / 44 papers shown

Title
Large Language Models Understanding: an Inherent Ambiguity Barrier Daniel N. Nissani 54 0 0 01 May 2025
Large Language Models Pass the Turing Test Cameron R. Jones Benjamin K. Bergen ALM ELM 94 8 0 31 Mar 2025
The Philosophical Foundations of Growing AI Like A Child Dezhi Luo Yijiang Li Hokin Deng ReLM LRM 57 2 0 15 Feb 2025
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding Mo Yu Lemao Liu J. Wu Tsz Ting Chung Shunchi Zhang JiangNan Li Dit-Yan Yeung Jie Zhou 104 1 0 13 Feb 2025
Human-like conceptual representations emerge from language prediction Ningyu Xu Qi Zhang Chao Du Qiang Luo Xipeng Qiu Xuanjing Huang Menghan Zhang 81 0 0 21 Jan 2025
Revisiting Rogers' Paradox in the Context of Human-AI Interaction Katherine M. Collins Umang Bhatt Ilia Sucholutsky 101 1 0 16 Jan 2025
Probing Mechanical Reasoning in Large Vision Language Models Haoran Sun Qingying Gao Haiyun Lyu Dezhi Luo Yijiang Li Hokin Deng LRM 61 2 0 01 Oct 2024
Vision Language Models See What You Want but not What You See Qingying Gao Yijiang Li Haiyun Lyu Haoran Sun Dezhi Luo Hokin Deng LRM VLM 62 5 0 01 Oct 2024
Dissecting the Ullman Variations with a SCALPEL: Why do LLMs fail at Trivial Alterations to the False Belief Task? Zhiqiang Pi Annapurna Vadaparty Benjamin Bergen Cameron R. Jones 34 2 0 20 Jun 2024
Personality Traits in Large Language Models Gregory Serapio-García Mustafa Safdari Clément Crepy Luning Sun Stephen Fitz P. Romero Marwa Abdulhai Aleksandra Faust Maja J. Matarić LM&MA LLMAG 78 120 0 01 Jul 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 38 213 0 16 Jan 2023
Talking About Large Language Models Murray Shanahan AI4CE 50 257 0 07 Dec 2022
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 296 494 0 24 Sep 2022
Machine Reading, Fast and Slow: When Do Models "Understand" Language? Sagnik Ray Choudhury Anna Rogers Isabelle Augenstein LRM 45 18 0 15 Sep 2022
Do Large Language Models know what humans know? Sean Trott Cameron J. Jones Tyler A. Chang J. Michaelov Benjamin Bergen 19 92 0 04 Sep 2022
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey Julian Michael Ari Holtzman Alicia Parrish Aaron Mueller Alex Jinpeng Wang ... Divyam Madaan Nikita Nangia Richard Yuanzhe Pang Jason Phang Sam Bowman 40 38 0 26 Aug 2022
Meaning without reference in large language models S. Piantadosi Felix Hill 50 73 0 05 Aug 2022
Large Language Models and the Reverse Turing Test T. Sejnowski ELM 54 107 0 28 Jul 2022
Language models show human-like content effects on reasoning tasks Ishita Dasgupta Andrew Kyle Lampinen Stephanie C. Y. Chan Hannah R. Sheahan Antonia Creswell D. Kumaran James L. McClelland Felix Hill ReLM LRM 79 186 0 14 Jul 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 285 462 0 21 Jun 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 170 2,428 0 15 Jun 2022
Predicting Human Psychometric Properties Using Computational Language Models Antonio Laverghetta Animesh Nighojkar Jamshidbek Mirzakhalov John Licato 40 8 0 12 May 2022
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems P. Smolensky R. Thomas McCoy Roland Fernandez Matthew A. Goldrick Jia-Hao Gao 70 63 0 02 May 2022
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 314 6,132 0 05 Apr 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 677 12,525 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 570 9,009 0 28 Jan 2022
LaMDA: Language Models for Dialog Applications R. Thoppilan Daniel De Freitas Jamie Hall Noam M. Shazeer Apoorv Kulshreshtha ... Blaise Aguera-Arcas Claire Cui M. Croak Ed H. Chi Quoc Le ALM 96 1,577 0 20 Jan 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 93 1,055 0 01 Nov 2021
Implicit Representations of Meaning in Neural Language Models Belinda Z. Li Maxwell Nye Jacob Andreas NAI MILM 38 175 0 01 Jun 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 177 109 0 17 Apr 2021
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 38 117 0 04 Aug 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 458 41,106 0 28 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 249 194 0 03 May 2020
Shortcut Learning in Deep Neural Networks Robert Geirhos J. Jacobsen Claudio Michaelis R. Zemel Wieland Brendel Matthias Bethge Felix Wichmann 170 2,023 0 16 Apr 2020
Probing Neural Network Comprehension of Natural Language Arguments Timothy Niven Hung-Yu kao AAML 60 453 0 17 Jul 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 174 2,287 0 02 May 2019
Unmasking Clever Hans Predictors and Assessing What Machines Really Learn Sebastian Lapuschkin S. Wäldchen Alexander Binder G. Montavon Wojciech Samek K. Müller 61 1,005 0 26 Feb 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 111 1,226 0 04 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 882 93,936 0 11 Oct 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 594 7,080 0 20 Apr 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 91 1,167 0 06 Mar 2018
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution Judea Pearl CML 45 330 0 11 Jan 2018
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai ... D. Kumaran T. Graepel Timothy Lillicrap Karen Simonyan Demis Hassabis 99 1,755 0 05 Dec 2017
The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants Ivan Habernal Henning Wachsmuth Iryna Gurevych Benno Stein 24 151 0 04 Aug 2017