Language models show human-like content effects on reasoning tasks

14 July 2022

Papers citing "Language models show human-like content effects on reasoning tasks"

43 / 43 papers shown

Title
Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework Zirui Song Jingpu Yang Yuan Huang Jonathan Tonglet Zeyu Zhang Tao Cheng Meng Fang Iryna Gurevych X. Chen LRM 65 1 0 19 Feb 2025
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 77 13 0 16 Aug 2024
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities Wenyue Hua Kaijie Zhu Lingyao Li Lizhou Fan Shuhang Lin Mingyu Jin Haochen Xue Zelong Li Jindong Wang Yongfeng Zhang LRM 59 8 0 04 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 40 0 0 04 Jun 2024
A Closer Look at Logical Reasoning with LLMs: The Choice of Tool Matters Long Hei Matthew Lam Ramya Keerthy Thatikonda Ehsan Shareghi ELM LRM 40 1 0 01 Jun 2024
Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice Jian-Qiao Zhu Haijiang Yan Thomas L. Griffiths 84 2 0 29 May 2024
Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents Guangzhi Sun Xiao Zhan Jose Such 34 24 0 26 May 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 69 3 0 24 May 2024
Towards a Path Dependent Account of Category Fluency David Heineman Reba Koenen Sashank Varma 24 0 0 09 May 2024
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models Erik Arakelyan Zhaoqi Liu Isabelle Augenstein AAML 37 9 0 25 Jan 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 55 13 0 13 Jan 2024
BaRDa: A Belief and Reasoning Dataset that Separates Factual Accuracy and Reasoning Ability Peter Clark Bhavana Dalvi Oyvind Tafjord 21 2 0 12 Dec 2023
Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge Genglin Liu Xingyao Wang Lifan Yuan Yangyi Chen Hao Peng 27 16 0 16 Nov 2023
Divergences between Language Models and Human Brains Yuchen Zhou Emmy Liu Graham Neubig Michael J. Tarr Leila Wehbe 27 1 0 15 Nov 2023
Instruction Tuning with Human Curriculum Bruce W. Lee Hyunsoo Cho Kang Min Yoo 35 3 0 14 Oct 2023
Large Language Model Displays Emergent Ability to Interpret Novel Literary Metaphors Nicholas Ichien Duvsan Stamenković K. Holyoak LRM 35 4 0 03 Aug 2023
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models Jean Kaddour Oscar Key Piotr Nawrot Pasquale Minervini Matt J. Kusner 15 41 0 12 Jul 2023
Turning large language models into cognitive models Marcel Binz Eric Schulz 30 52 0 06 Jun 2023
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 411 119 0 26 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 19 62 0 08 May 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta A. Jagadish M. Botvinick Jane X. Wang Eric Schulz 28 24 0 12 Apr 2023
Safety Analysis in the Era of Large Language Models: A Case Study of STPA using ChatGPT Yi Qi Xingyu Zhao Siddartha Khastgir Xiaowei Huang 24 14 0 03 Apr 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 35 49 0 26 Mar 2023
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 27 580 0 20 Dec 2022
Emergent Analogical Reasoning in Large Language Models Taylor W. Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 38 291 0 19 Dec 2022
Language model acceptability judgements are not always robust to context Koustuv Sinha Jon Gauthier Aaron Mueller Kanishka Misra Keren Fuentes R. Levy Adina Williams 13 17 0 18 Dec 2022
Event knowledge in large language models: the gap between the impossible and the unlikely Carina Kauf Anna A. Ivanova Giulia Rambelli Emmanuele Chersoni Jingyuan Selena She Zawad Chowdhury Evelina Fedorenko Alessandro Lenci 35 67 0 02 Dec 2022
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 74 202 0 14 Oct 2022
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 111 79 0 11 Oct 2022
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 121 275 0 03 Oct 2022
Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks Yuxuan Li James L. McClelland 33 17 0 02 Oct 2022
Faithful Reasoning Using Large Language Models Antonia Creswell Murray Shanahan ReLM LRM 15 120 0 30 Aug 2022
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies Gati Aher RosaI. Arriaga Adam Tauman Kalai 39 343 0 18 Aug 2022
Meaning without reference in large language models S. Piantadosi Felix Hill 14 72 0 05 Aug 2022
Large Language Models and the Reverse Turing Test T. Sejnowski ELM 21 106 0 28 Jul 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 250 440 0 21 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,084 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 305 3,237 0 21 Mar 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 308 11,915 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 332 8,457 0 28 Jan 2022
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning Yuhuai Wu M. Rabe Wenda Li Jimmy Ba Roger C. Grosse Christian Szegedy AIMat LRM 61 51 0 15 Jan 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 410 2,584 0 03 Sep 2019