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ORCIDBibTeX records: Tim Dettmers
@inproceedings{DBLP:conf/acl/BorzunovBDRBCSR23,
author = {Alexander Borzunov and
Dmitry Baranchuk and
Tim Dettmers and
Maksim Riabinin and
Younes Belkada and
Artem Chumachenko and
Pavel Samygin and
Colin Raffel},
editor = {Danushka Bollegala and
Ruihong Huang and
Alan Ritter},
title = {Petals: Collaborative Inference and Fine-tuning of Large Models},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics: System Demonstrations, {ACL} 2023, Toronto, Canada, July
10-12, 2023},
pages = {558--568},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-demo.54},
doi = {10.18653/V1/2023.ACL-DEMO.54},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/BorzunovBDRBCSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuDLSL23,
author = {Zeyu Liu and
Tim Dettmers and
Xi Lin and
Veselin Stoyanov and
Xian Li},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Towards {A} Unified View of Sparse Feed-Forward Network in Pretraining
Large Language Model},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {15038--15061},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.930},
doi = {10.18653/V1/2023.EMNLP-MAIN.930},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuDLSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DettmersZ23,
author = {Tim Dettmers and
Luke Zettlemoyer},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {The case for 4-bit precision: k-bit Inference Scaling Laws},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {7750--7774},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/dettmers23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/DettmersZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RyabininDDB23,
author = {Max Ryabinin and
Tim Dettmers and
Michael Diskin and
Alexander Borzunov},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{SWARM} Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {29416--29440},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ryabinin23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RyabininDDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BorzunovRCBDBSR23,
author = {Alexander Borzunov and
Max Ryabinin and
Artem Chumachenko and
Dmitry Baranchuk and
Tim Dettmers and
Younes Belkada and
Pavel Samygin and
Colin A. Raffel},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Distributed Inference and Fine-tuning of Large Language Models Over
The Internet},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/28bf1419b9a1f908c15f6195f58cb865-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BorzunovRCBDBSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DettmersPHZ23,
author = {Tim Dettmers and
Artidoro Pagnoni and
Ari Holtzman and
Luke Zettlemoyer},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {QLoRA: Efficient Finetuning of Quantized LLMs},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1feb87871436031bdc0f2beaa62a049b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DettmersPHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WortsmanDZMFS23,
author = {Mitchell Wortsman and
Tim Dettmers and
Luke Zettlemoyer and
Ari Morcos and
Ali Farhadi and
Ludwig Schmidt},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Stable and low-precision training for large-scale vision-language
models},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/20bd42d82998bc61732c00452228e814-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WortsmanDZMFS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11913,
author = {Max Ryabinin and
Tim Dettmers and
Michael Diskin and
Alexander Borzunov},
title = {{SWARM} Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient},
journal = {CoRR},
volume = {abs/2301.11913},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11913},
doi = {10.48550/ARXIV.2301.11913},
eprinttype = {arXiv},
eprint = {2301.11913},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13013,
author = {Mitchell Wortsman and
Tim Dettmers and
Luke Zettlemoyer and
Ari Morcos and
Ali Farhadi and
Ludwig Schmidt},
title = {Stable and low-precision training for large-scale vision-language
models},
journal = {CoRR},
volume = {abs/2304.13013},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13013},
doi = {10.48550/ARXIV.2304.13013},
eprinttype = {arXiv},
eprint = {2304.13013},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13999,
author = {Leo Z. Liu and
Tim Dettmers and
Xi Victoria Lin and
Veselin Stoyanov and
Xian Li},
title = {Towards {A} Unified View of Sparse Feed-Forward Network in Pretraining
Large Language Model},
journal = {CoRR},
volume = {abs/2305.13999},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13999},
doi = {10.48550/ARXIV.2305.13999},
eprinttype = {arXiv},
eprint = {2305.13999},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14314,
author = {Tim Dettmers and
Artidoro Pagnoni and
Ari Holtzman and
Luke Zettlemoyer},
title = {QLoRA: Efficient Finetuning of Quantized LLMs},
journal = {CoRR},
volume = {abs/2305.14314},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14314},
doi = {10.48550/ARXIV.2305.14314},
eprinttype = {arXiv},
eprint = {2305.14314},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03078,
author = {Tim Dettmers and
Ruslan Svirschevski and
Vage Egiazarian and
Denis Kuznedelev and
Elias Frantar and
Saleh Ashkboos and
Alexander Borzunov and
Torsten Hoefler and
Dan Alistarh},
title = {SpQR: {A} Sparse-Quantized Representation for Near-Lossless {LLM}
Weight Compression},
journal = {CoRR},
volume = {abs/2306.03078},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03078},
doi = {10.48550/ARXIV.2306.03078},
eprinttype = {arXiv},
eprint = {2306.03078},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07707,
author = {Devvrit and
Sneha Kudugunta and
Aditya Kusupati and
Tim Dettmers and
Kaifeng Chen and
Inderjit S. Dhillon and
Yulia Tsvetkov and
Hannaneh Hajishirzi and
Sham M. Kakade and
Ali Farhadi and
Prateek Jain},
title = {MatFormer: Nested Transformer for Elastic Inference},
journal = {CoRR},
volume = {abs/2310.07707},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07707},
doi = {10.48550/ARXIV.2310.07707},
eprinttype = {arXiv},
eprint = {2310.07707},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08361,
author = {Alexander Borzunov and
Max Ryabinin and
Artem Chumachenko and
Dmitry Baranchuk and
Tim Dettmers and
Younes Belkada and
Pavel Samygin and
Colin Raffel},
title = {Distributed Inference and Fine-tuning of Large Language Models Over
The Internet},
journal = {CoRR},
volume = {abs/2312.08361},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08361},
doi = {10.48550/ARXIV.2312.08361},
eprinttype = {arXiv},
eprint = {2312.08361},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DettmersLSZ22,
author = {Tim Dettmers and
Mike Lewis and
Sam Shleifer and
Luke Zettlemoyer},
title = {8-bit Optimizers via Block-wise Quantization},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=shpkpVXzo3h},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DettmersLSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DettmersLBZ22,
author = {Tim Dettmers and
Mike Lewis and
Younes Belkada and
Luke Zettlemoyer},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/c3ba4962c05c49636d4c6206a97e9c8a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DettmersLBZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03481,
author = {Alexander Borzunov and
Max Ryabinin and
Tim Dettmers and
Quentin Lhoest and
Lucile Saulnier and
Michael Diskin and
Yacine Jernite and
Thomas Wolf},
title = {Training Transformers Together},
journal = {CoRR},
volume = {abs/2207.03481},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03481},
doi = {10.48550/ARXIV.2207.03481},
eprinttype = {arXiv},
eprint = {2207.03481},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03306,
author = {Margaret Li and
Suchin Gururangan and
Tim Dettmers and
Mike Lewis and
Tim Althoff and
Noah A. Smith and
Luke Zettlemoyer},
title = {Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language
Models},
journal = {CoRR},
volume = {abs/2208.03306},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03306},
doi = {10.48550/ARXIV.2208.03306},
eprinttype = {arXiv},
eprint = {2208.03306},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07339,
author = {Tim Dettmers and
Mike Lewis and
Younes Belkada and
Luke Zettlemoyer},
title = {LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale},
journal = {CoRR},
volume = {abs/2208.07339},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07339},
doi = {10.48550/ARXIV.2208.07339},
eprinttype = {arXiv},
eprint = {2208.07339},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07339.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-01188,
author = {Alexander Borzunov and
Dmitry Baranchuk and
Tim Dettmers and
Max Ryabinin and
Younes Belkada and
Artem Chumachenko and
Pavel Samygin and
Colin Raffel},
title = {Petals: Collaborative Inference and Fine-tuning of Large Models},
journal = {CoRR},
volume = {abs/2209.01188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.01188},
doi = {10.48550/ARXIV.2209.01188},
eprinttype = {arXiv},
eprint = {2209.01188},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-01188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09720,
author = {Tim Dettmers and
Luke Zettlemoyer},
title = {The case for 4-bit precision: k-bit Inference Scaling Laws},
journal = {CoRR},
volume = {abs/2212.09720},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09720},
doi = {10.48550/ARXIV.2212.09720},
eprinttype = {arXiv},
eprint = {2212.09720},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LewisBDGZ21,
author = {Mike Lewis and
Shruti Bhosale and
Tim Dettmers and
Naman Goyal and
Luke Zettlemoyer},
editor = {Marina Meila and
Tong Zhang},
title = {{BASE} Layers: Simplifying Training of Large, Sparse Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6265--6274},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lewis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LewisBDGZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BorzunovRDLSDJ021,
author = {Alexander Borzunov and
Max Ryabinin and
Tim Dettmers and
Quentin Lhoest and
Lucile Saulnier and
Michael Diskin and
Yacine Jernite and
Thomas Wolf},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Training Transformers Together},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {335--342},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/borzunov22a.html},
timestamp = {Thu, 11 Aug 2022 12:07:10 +0200},
biburl = {https://dblp.org/rec/conf/nips/BorzunovRDLSDJ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16716,
author = {Mike Lewis and
Shruti Bhosale and
Tim Dettmers and
Naman Goyal and
Luke Zettlemoyer},
title = {{BASE} Layers: Simplifying Training of Large, Sparse Models},
journal = {CoRR},
volume = {abs/2103.16716},
year = {2021},
url = {https://arxiv.org/abs/2103.16716},
eprinttype = {arXiv},
eprint = {2103.16716},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02861,
author = {Tim Dettmers and
Mike Lewis and
Sam Shleifer and
Luke Zettlemoyer},
title = {8-bit Optimizers via Block-wise Quantization},
journal = {CoRR},
volume = {abs/2110.02861},
year = {2021},
url = {https://arxiv.org/abs/2110.02861},
eprinttype = {arXiv},
eprint = {2110.02861},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/IlharcoITDFL20,
author = {Gabriel Ilharco and
Cesar Ilharco and
Iulia Turc and
Tim Dettmers and
Felipe Ferreira and
Kenton Lee},
editor = {Aline Villavicencio and
Benjamin Van Durme},
title = {High Performance Natural Language Processing},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing: Tutorial Abstracts, {EMNLP} 2020, Online, November
19-20, 2020},
pages = {24--27},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-tutorials.4},
doi = {10.18653/V1/2020.EMNLP-TUTORIALS.4},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/IlharcoITDFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04840,
author = {Tim Dettmers and
Luke Zettlemoyer},
title = {Sparse Networks from Scratch: Faster Training without Losing Performance},
journal = {CoRR},
volume = {abs/1907.04840},
year = {2019},
url = {http://arxiv.org/abs/1907.04840},
eprinttype = {arXiv},
eprint = {1907.04840},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DettmersMS018,
author = {Tim Dettmers and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Convolutional 2D Knowledge Graph Embeddings},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1811--1818},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11573},
doi = {10.1609/AAAI.V32I1.11573},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DettmersMS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WeissenbornMAWR18,
author = {Dirk Weissenborn and
Pasquale Minervini and
Isabelle Augenstein and
Johannes Welbl and
Tim Rockt{\"{a}}schel and
Matko Bosnjak and
Jeff Mitchell and
Thomas Demeester and
Tim Dettmers and
Pontus Stenetorp and
Sebastian Riedel},
editor = {Fei Liu and
Thamar Solorio},
title = {Jack the Reader - {A} Machine Reading Framework},
booktitle = {Proceedings of {ACL} 2018, Melbourne, Australia, July 15-20, 2018,
System Demonstrations},
pages = {25--30},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/P18-4005/},
doi = {10.18653/V1/P18-4005},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WeissenbornMAWR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08727,
author = {Dirk Weissenborn and
Pasquale Minervini and
Tim Dettmers and
Isabelle Augenstein and
Johannes Welbl and
Tim Rockt{\"{a}}schel and
Matko Bosnjak and
Jeff Mitchell and
Thomas Demeester and
Pontus Stenetorp and
Sebastian Riedel},
title = {Jack the Reader - {A} Machine Reading Framework},
journal = {CoRR},
volume = {abs/1806.08727},
year = {2018},
url = {http://arxiv.org/abs/1806.08727},
eprinttype = {arXiv},
eprint = {1806.08727},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DettmersMSR17,
author = {Tim Dettmers and
Pasquale Minervini and
Pontus Stenetorp and
Sebastian Riedel},
title = {Convolutional 2D Knowledge Graph Embeddings},
journal = {CoRR},
volume = {abs/1707.01476},
year = {2017},
url = {http://arxiv.org/abs/1707.01476},
eprinttype = {arXiv},
eprint = {1707.01476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DettmersMSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/Dettmers15,
author = {Tim Dettmers},
editor = {Yoshua Bengio and
Yann LeCun},
title = {8-Bit Approximations for Parallelism in Deep Learning},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.04561},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Dettmers15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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