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1Neuro-symbolic approaches in artificial intelligence
P. Hitzler, A. Eberhart, M. Ebrahimi, M. Sarker, and L. Zhou. National Science Review, 9 (6): nwac035 (March 2022)
a year ago by @jaeschke
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1»The Rodney Dangerfield of Stylistic Devices« – End-to-End Detection and Extraction of Vossian Antonomasia Using Neural Networks
M. Schwab, R. Jäschke, and F. Fischer. Frontiers in Artificial Intelligence, (June 2022)
3 years ago by @jaeschke
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14Distributed Representations of Sentences and Documents
Q. Le, and T. Mikolov. Proceedings of the 31st International Conference on Machine Learning, volume 32 of Proceedings of Machine Learning Research, page 1188--1196. Bejing, China, PMLR, (June 2014)
3 years ago by @jaeschke
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11You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings
D. Ruffinelli, S. Broscheit, and R. Gemulla. International Conference on Learning Representations, (2020)
3 years ago by @jaeschke
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2Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems
L. von Rueden, S. Mayer, K. Beckh, B. Georgiev, S. Giesselbach, R. Heese, B. Kirsch, J. Pfrommer, A. Pick, R. Ramamurthy and 4 other author(s). (2019)cite arxiv:1903.12394Comment: Accepted at IEEE Transactions on Knowledge and Data Engineering: https://ieeexplore.ieee.org/document/9429985.
3 years ago by @jaeschke
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3PlaNet - Photo Geolocation with Convolutional Neural Networks
T. Weyand, I. Kostrikov, and J. Philbin. Computer Vision -- ECCV 2016, page 37--55. Cham, Springer International Publishing, (2016)
3 years ago by @jaeschke
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30Deep Learning
I. Goodfellow, Y. Bengio, and A. Courville. MIT Press, (2016)
4 years ago by @jaeschke
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4Which *BERT? A Survey Organizing Contextualized Encoders
P. Xia, S. Wu, and B. Van Durme. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), page 7516--7533. Association for Computational Linguistics, (November 2020)
4 years ago by @jaeschke
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3On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
M. Mosbach, M. Andriushchenko, and D. Klakow. Proceedings of the International Conference on Learning Representations, (2021)
4 years ago by @jaeschke
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2Neural ParsCit: a deep learning-based reference string parser
A. Prasad, M. Kaur, and M. Kan. International Journal on Digital Libraries, 19 (4): 323--337 (Nov 1, 2018)
4 years ago by @jaeschke
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2Deep Reference Mining From Scholarly Literature in the Arts and Humanities
D. Alves, G. Colavizza, and F. Kaplan. Frontiers in Research Metrics and Analytics, (July 2018)
4 years ago by @jaeschke
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3CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Z. Feng, D. Guo, D. Tang, N. Duan, X. Feng, M. Gong, L. Shou, B. Qin, T. Liu, D. Jiang and 1 other author(s). (2020)cite arxiv:2002.08155Comment: Accepted to Findings of EMNLP 2020. 12 pages.
4 years ago by @jaeschke
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2Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
S. Gururangan, A. Marasović, S. Swayamdipta, K. Lo, I. Beltagy, D. Downey, and N. Smith. (2020)cite arxiv:2004.10964Comment: ACL 2020.
4 years ago by @jaeschke
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8How transferable are features in deep neural networks?
J. Yosinski, J. Clune, Y. Bengio, and H. Lipson. Advances in Neural Information Processing Systems, (2014)
5 years ago by @jaeschke
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3Deep Learning with Python
F. Chollet. Manning, (November 2017)
6 years ago by @jaeschke
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1Manipulating Word Representations, and Preparing Students for Coding Jobs?
R. Hill, and M. Guzdial. Commun. ACM, 60 (10): 12--13 (September 2017)
7 years ago by @jaeschke
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1DeepID3: Face Recognition with Very Deep Neural Networks
Y. Sun, D. Liang, X. Wang, and X. Tang. (2015)cite arxiv:1502.00873.
8 years ago by @jaeschke
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3HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
R. Ranjan, V. Patel, and R. Chellappa. (2016)cite arxiv:1603.01249.
8 years ago by @jaeschke
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4Why does deep and cheap learning work so well?
H. Lin, and M. Tegmark. (2016)cite arxiv:1608.08225Comment: 14 pages, 3 figs.
8 years ago by @jaeschke
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BibSonomy

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publications (hide)19
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1Neuro-symbolic approaches in artificial intelligence

1»The Rodney Dangerfield of Stylistic Devices« – End-to-End Detection and Extraction of Vossian Antonomasia Using Neural Networks

14Distributed Representations of Sentences and Documents

11You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings

2Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

3PlaNet - Photo Geolocation with Convolutional Neural Networks

30Deep Learning

4Which *BERT? A Survey Organizing Contextualized Encoders

3On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines

2Neural ParsCit: a deep learning-based reference string parser

2Deep Reference Mining From Scholarly Literature in the Arts and Humanities

3CodeBERT: A Pre-Trained Model for Programming and Natural Languages

2Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

8How transferable are features in deep neural networks?

3Deep Learning with Python

1Manipulating Word Representations, and Preparing Students for Coding Jobs?

1DeepID3: Face Recognition with Very Deep Neural Networks

3HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

4Why does deep and cheap learning work so well?

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