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Learning as the Unsupervised Alignment of Conceptual Systems
v1v2v3 (latest)

Learning as the Unsupervised Alignment of Conceptual Systems

Nature Machine Intelligence (NMI), 2019
21 June 2019
Brett D. Roads
Bradley C. Love
    OCL
ArXiv (abs)PDFHTML

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

18 / 18 papers shown
Dimensions underlying the representational alignment of deep neural networks with humans
Dimensions underlying the representational alignment of deep neural networks with humansNature Machine Intelligence (Nat. Mach. Intell.), 2024
F. Mahner
Lukas Muttenthaler
Umut Güçlü
M. Hebart
532
34
0
28 Jan 2025
Human-like object concept representations emerge naturally in multimodal large language models
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
577
34
0
01 Jul 2024
Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language Models
Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2024
Anna A. Ivanova
Aalok Sathe
Benjamin Lipkin
Unnathi Kumar
S. Radkani
...
Leshem Choshen
Roger Levy
Evelina Fedorenko
Josh Tenenbaum
Jacob Andreas
427
60
0
15 May 2024
Expand BERT Representation with Visual Information via Grounded Language
  Learning with Multimodal Partial Alignment
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial AlignmentACM Multimedia (ACM MM), 2023
Cong-Duy Nguyen
The-Anh Vu-Le
Thong Nguyen
Tho Quan
Anh Tuan Luu
375
7
0
04 Dec 2023
Are Structural Concepts Universal in Transformer Language Models?
  Towards Interpretable Cross-Lingual Generalization
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization
Ningyu Xu
Tao Gui
Jingting Ye
Menghan Zhang
Xuanjing Huang
367
8
0
19 Oct 2023
Getting aligned on representational alignment
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
396
157
0
18 Oct 2023
Align before Search: Aligning Ads Image to Text for Accurate Cross-Modal
  Sponsored Search
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
273
4
0
28 Sep 2023
Quantifying the Roles of Visual, Linguistic, and Visual-Linguistic
  Complexity in Verb Acquisition
Quantifying the Roles of Visual, Linguistic, and Visual-Linguistic Complexity in Verb Acquisition
Yuchen Zhou
Michael J. Tarr
Daniel Yurovsky
116
3
0
05 Apr 2023
Alignment with human representations supports robust few-shot learning
Alignment with human representations supports robust few-shot learningNeural Information Processing Systems (NeurIPS), 2023
Ilia Sucholutsky
Thomas Griffiths
303
36
0
27 Jan 2023
Dissociating language and thought in large language models
Dissociating language and thought in large language models
Kyle Mahowald
Anna A. Ivanova
I. Blank
Nancy Kanwisher
J. Tenenbaum
Evelina Fedorenko
ELMReLM
413
233
0
16 Jan 2023
Event knowledge in large language models: the gap between the impossible
  and the unlikely
Event knowledge in large language models: the gap between the impossible and the unlikelyCognitive Sciences (CS), 2022
Carina Kauf
Anna A. Ivanova
Giulia Rambelli
Emmanuele Chersoni
Jingyuan Selena She
Zawad Chowdhury
Evelina Fedorenko
Alessandro Lenci
595
92
0
02 Dec 2022
Cross-Modal Alignment Learning of Vision-Language Conceptual Systems
Cross-Modal Alignment Learning of Vision-Language Conceptual Systems
Taehyeong Kim
H. Song
Byoung-Tak Zhang
244
5
0
31 Jul 2022
What Remains of Visual Semantic Embeddings
What Remains of Visual Semantic Embeddings
Yue Jiao
Jonathon S. Hare
Adam Prugel-Bennett
VLM
117
0
0
26 Jul 2021
Probabilistic Analogical Mapping with Semantic Relation Networks
Probabilistic Analogical Mapping with Semantic Relation NetworksPsychology Review (Psychol. Rev.), 2021
Hongjing Lu
Nicholas Ichien
K. Holyoak
362
42
0
30 Mar 2021
Transforming Neural Network Visual Representations to Predict Human
  Judgments of Similarity
Transforming Neural Network Visual Representations to Predict Human Judgments of Similarity
Maria Attarian
Brett D. Roads
Michael C. Mozer
257
23
0
13 Oct 2020
Word meaning in minds and machines
Word meaning in minds and machines
Brenden M. Lake
G. Murphy
NAI
467
143
0
04 Aug 2020
Reconstructing Maps from Text
Reconstructing Maps from Text
Johnathan E. Avery
Robert L. Goldstone
Michael N. Jones
101
6
0
18 May 2020
Mapping Natural-language Problems to Formal-language Solutions Using
  Structured Neural Representations
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
299
3
0
05 Oct 2019
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