Probabilistic Analogical Mapping with Semantic Relation Networks

30 March 2021

Papers citing "Probabilistic Analogical Mapping with Semantic Relation Networks"

16 / 16 papers shown

Title
Can an Easy-to-Hard Curriculum Make Reasoning Emerge in Small Language Models? Evidence from a Four-Stage Curriculum on GPT-2 Xiang Fu ReLM LRM 54 0 0 16 May 2025
Visual analogy: Deep learning versus compositional models Nicholas Ichien Qing Liu Shuhao Fu K. Holyoak Alan Yuille Hongjing Lu CoGe 42 21 0 14 May 2021
Abstraction and Analogy-Making in Artificial Intelligence Melanie Mitchell 67 166 0 22 Feb 2021
Learning Perceptual Inference by Contrasting Chi Zhang Baoxiong Jia Feng Gao Yixin Zhu Hongjing Lu Song-Chun Zhu LRM 62 109 0 29 Nov 2019
HUBERT Untangles BERT to Improve Transfer across NLP Tasks M. Moradshahi Hamid Palangi M. Lam P. Smolensky Jianfeng Gao 90 16 0 25 Oct 2019
A Theory of Relation Learning and Cross-domain Generalization L. Doumas Guillermo Puebla Andrea E. Martin J. Hummel NAI 50 30 0 11 Oct 2019
Learning as the Unsupervised Alignment of Conceptual Systems Brett D. Roads Bradley C. Love OCL 45 46 0 21 Jun 2019
Learning to Make Analogies by Contrasting Abstract Relational Structure Felix Hill Adam Santoro David Barrett Ari S. Morcos Timothy Lillicrap NAI 43 99 0 31 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Measuring abstract reasoning in neural networks David Barrett Felix Hill Adam Santoro Ari S. Morcos Timothy Lillicrap OOD 69 362 0 11 Jul 2018
Issues in evaluating semantic spaces using word analogies Tal Linzen 54 153 0 24 Jun 2016
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 98 1,303 0 15 Aug 2014
Distributional semantics beyond words: Supervised learning of analogy and paraphrase Peter D. Turney OffRL NAI CoGe 98 90 0 18 Oct 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 377 33,520 0 16 Oct 2013
Domain and Function: A Dual-Space Model of Semantic Relations and Compositions Peter D. Turney CoGe 81 195 0 16 Sep 2013
The Latent Relation Mapping Engine: Algorithm and Experiments Peter D. Turney 87 134 0 23 Dec 2008