Learning as the Unsupervised Alignment of Conceptual Systems

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Learning as the Unsupervised Alignment of Conceptual Systems

21 June 2019

Bradley C. Love

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Papers citing "Learning as the Unsupervised Alignment of Conceptual Systems"

18 / 18 papers shown

Title
Dimensions underlying the representational alignment of deep neural networks with humans F. Mahner Lukas Muttenthaler Umut Güçlü M. Hebart 202 7 0 28 Jan 2025
Human-like object concept representations emerge naturally in multimodal large language models Changde Du Kaicheng Fu Bincheng Wen Yi Sun Jie Peng ... Chuncheng Zhang Jinpeng Li Shuang Qiu Le Chang Huiguang He 77 1 0 01 Jul 2024
Elements of World Knowledge (EWOK): A cognition-inspired framework for evaluating basic world knowledge in language models Anna A. Ivanova Aalok Sathe Benjamin Lipkin Unnathi Kumar S. Radkani ... Leshem Choshen Roger Levy Evelina Fedorenko Josh Tenenbaum Jacob Andreas 77 28 0 15 May 2024
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment Cong-Duy Nguyen The-Anh Vu-Le Thong Nguyen Tho Quan Anh Tuan Luu 97 6 0 04 Dec 2023
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization Ningyu Xu Qi Zhang Jingting Ye Menghan Zhang Xuanjing Huang 90 4 0 19 Oct 2023
Getting aligned on representational alignment Ilia Sucholutsky Lukas Muttenthaler Adrian Weller Andi Peng Andreea Bobu ... Thomas Unterthiner Andrew Kyle Lampinen Klaus-Robert Muller M. Toneva Thomas Griffiths 147 91 0 18 Oct 2023
Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal Sponsored Search Yuanmin Tang Daling Wang Keke Gai Wenfang Wu Yifei Zhang Gang Xiong Qi Wu 68 4 0 28 Sep 2023
Quantifying the Roles of Visual, Linguistic, and Visual-Linguistic Complexity in Verb Acquisition Yuchen Zhou Michael J. Tarr Daniel Yurovsky 34 2 0 05 Apr 2023
Alignment with human representations supports robust few-shot learning Ilia Sucholutsky Thomas Griffiths 62 27 0 27 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 105 215 0 16 Jan 2023
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 95 70 0 02 Dec 2022
Cross-Modal Alignment Learning of Vision-Language Conceptual Systems Taehyeong Kim H. Song Byoung-Tak Zhang 72 4 0 31 Jul 2022
What Remains of Visual Semantic Embeddings Yue Jiao Jonathon S. Hare Adam Prugel-Bennett VLM 26 0 0 26 Jul 2021
Probabilistic Analogical Mapping with Semantic Relation Networks Hongjing Lu Nicholas Ichien K. Holyoak 66 36 0 30 Mar 2021
Transforming Neural Network Visual Representations to Predict Human Judgments of Similarity Maria Attarian Brett D. Roads Michael C. Mozer 46 18 0 13 Oct 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 112 118 0 04 Aug 2020
Reconstructing Maps from Text Johnathan E. Avery Robert L. Goldstone Michael N. Jones 14 6 0 18 May 2020
Mapping Natural-language Problems to Formal-language Solutions Using Structured Neural Representations Kezhen Chen Qiuyuan Huang Hamid Palangi P. Smolensky Kenneth D. Forbus Jianfeng Gao NAI 47 3 0 05 Oct 2019