Invention Concept Latent Spaces for Analogical Ideation

Author:

Walker Nicholas

Publisher

Springer International Publishing

Reference33 articles.

1. Jia, L.-Z., Wu, C.-L., Zhu, X.-H., Tan, R.-H.: Design by analogy: achieving more patentable ideas from one creative design. Chin. J. Mech. Eng. 31, Article no. 37 (2018)

2. Allen, C., Hospedales, T.: Analogies explained: towards understanding word embeddings. In: Proceedings of the 36th International Conference on Machine, Learning, Long Beach, California, PMLR 97 (2019)

3. Chen, D., Peterson, J.C., Griffiths, T.L.: Evaluating vector-space models of analogy. In: Proceedings of the 39th Annual Conference of the Cognitive Science Society (2017)

4. Pennington, J., Socher, R., Manning, C.D.: GloVe: global vectors for word representation. In: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) (2014)

5. Bengio, Y., Courville, A., Vincent, P.: Representation learning: a review and new perspectives. IEEE Trans. Pattern Anal. Mach. Intell. 35(8), 1798–1828 (2014)

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