| 1 |
@inproceedings{NIPS2000_728f206c,
author = {Bengio, Yoshua and Ducharme, R\'{e}jean and Vincent, Pascal},
booktitle = {Advances in Neural Information Processing Systems},
editor = {T. Leen and T. Dietterich and V. Tresp},
pages = {},
publisher = {MIT Press},
title = {A Neural Probabilistic Language Model},
url = {https://proceedings.neurips.cc/paper_files/paper/2000/file/728f206c2a01bf572b5940d7d9a8fa4c-Paper.pdf},
volume = {13},
year = {2000}
}
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| 2 |
@article{Dalvi2019,
title={What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models},
volume={33},
url={https://ojs.aaai.org/index.php/AAAI/article/view/4592},
DOI={10.1609/aaai.v33i01.33016309},
number={01},
journal={Proceedings of the AAAI Conference on Artificial Intelligence},
author={Dalvi, Fahim and Durrani, Nadir and Sajjad, Hassan and Belinkov, Yonatan and Bau, Anthony and Glass, James},
year={2019},
month={Jul.},
pages={6309-6317}
}
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| 3 |
@misc{derose2020,
title={Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models},
author={Joseph F DeRose and Jiayao Wang and Matthew Berger},
year={2020},
eprint={2009.07053},
archivePrefix={arXiv},
primaryClass={cs.HC}
}
|
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| 4 |
@misc{geva2022,
title={Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space},
author={Mor Geva and Avi Caciularu and Kevin Ro Wang and Yoav Goldberg},
year={2022},
eprint={2203.14680},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
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| 5 |
@misc{shelby2024,
author = {Shelby Hiter},
date = {2024-02-20},
year = {2024},
title = {Top 20 Generative AI Tools and Applications in 2024},
editor = {{eWeek}},
url = {https://www.eweek.com/artificial-intelligence/generative-ai-apps-tools/},
note = {Disponível em: \url{https://www.eweek.com/artificial-intelligence/generative-ai-apps-tools/}.},
urldate = {2024-05-01}
}
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| 6 |
@misc{hoover2019,
title={exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models},
author={Benjamin Hoover and Hendrik Strobelt and Sebastian Gehrmann},
year={2019},
eprint={1910.05276},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
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| 7 |
@misc{naveed2024comprehensive,
title={A Comprehensive Overview of Large Language Models},
author={Humza Naveed and Asad Ullah Khan and Shi Qiu and Muhammad Saqib and Saeed Anwar and Muhammad Usman and Naveed Akhtar and Nick Barnes and Ajmal Mian},
year={2024},
eprint={2307.06435},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
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| 8 |
@misc{samek2017,
title={Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models},
author={Wojciech Samek and Thomas Wiegand and Klaus-Robert Müller},
year={2017},
eprint={1708.08296},
archivePrefix={arXiv},
primaryClass={cs.AI}
}
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| 9 |
@book{tunstall2022natural,
title={Natural language processing with transformers},
author={Tunstall, Lewis and Von Werra, Leandro and Wolf, Thomas},
year={2022},
publisher={" O'Reilly Media, Inc."}
}
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| 10 |
@misc{vaswani2017,
title={Attention Is All You Need},
author={Ashish Vaswani and Noam Shazeer and Niki Parmar and Jakob Uszkoreit and Llion Jones and Aidan N. Gomez and Lukasz Kaiser and Illia Polosukhin},
year={2023},
eprint={1706.03762},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
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