NeMo / docs /source /nlp /nlp_all.bib
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@article{devlin2018bert,
title={Bert: Pre-training of deep bidirectional transformers for language understanding},
author={Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},
journal={arXiv preprint arXiv:1810.04805},
year={2018}
}
@article{shoeybi2019megatron,
title={Megatron-lm: Training multi-billion parameter language models using model parallelism},
author={Shoeybi, Mohammad and Patwary, Mostofa and Puri, Raul and LeGresley, Patrick and Casper, Jared and Catanzaro, Bryan},
journal={arXiv preprint arXiv:1909.08053},
year={2019}
}
@InProceedings{maas2011,
author = {Maas, Andrew L. and Daly, Raymond E. and Pham, Peter T. and Huang, Dan and Ng, Andrew Y. and Potts, Christopher},
title = {Learning Word Vectors for Sentiment Analysis},
booktitle = {Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies},
month = {June},
year = {2011},
address = {Portland, Oregon, USA},
publisher = {Association for Computational Linguistics},
pages = {142--150},
url = {http://www.aclweb.org/anthology/P11-1015}
}
@inproceedings{socher2013,
title = "Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank",
author = "Socher, Richard and Perelygin, Alex and Wu, Jean and Chuang, Jason and Manning, Christopher D. and Ng, Andrew and Potts, Christopher",
booktitle = "Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing",
month = oct,
year = "2013",
address = "Seattle, Washington, USA",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D13-1170",
pages = "1631--1642",
}
@article{lim2018chemical,
title={Chemical--gene relation extraction using recursive neural network},
author={Lim, Sangrak and Kang, Jaewoo},
journal={Database},
volume={2018},
year={2018},
publisher={Oxford Academic}
}
@inproceedings{li2007scalable,
title={Scalable term selection for text categorization},
author={Li, Jingyang and Sun, Maosong},
booktitle={Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)},
pages={774--782},
year={2007}
}
@misc{lee2019biobert,
title={BioBERT: a pre-trained biomedical language representation model for biomedical text mining},
author={Jinhyuk Lee and Wonjin Yoon and Sungdong Kim and Donghyeon Kim and Sunkyu Kim and Chan Ho So and Jaewoo Kang},
year={2019},
eprint={1901.08746},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@misc{shin2020biomegatron,
title={BioMegatron: Larger Biomedical Domain Language Model},
author={Hoo-Chang Shin and Yang Zhang and Evelina Bakhturina and Raul Puri and Mostofa Patwary and Mohammad Shoeybi and Raghav Mani},
year={2020},
eprint={2010.06060},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@inproceedings{vaswani2017attention,
title={Attention is all you need},
author={Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, {\L}ukasz and Polosukhin, Illia},
booktitle={Advances in Neural Information Processing Systems},
pages={6000--6010},
year={2017}
}
@article{sennrich2015neural,
title={Neural machine translation of rare words with subword units},
author={Sennrich, Rico and Haddow, Barry and Birch, Alexandra},
journal={arXiv preprint arXiv:1508.07909},
year={2015}
}
@article{provilkov2019bpe,
title={Bpe-dropout: Simple and effective subword regularization},
author={Provilkov, Ivan and Emelianenko, Dmitrii and Voita, Elena},
journal={arXiv preprint arXiv:1910.13267},
year={2019}
}
@article{post2018call,
title={A call for clarity in reporting BLEU scores},
author={Post, Matt},
journal={arXiv preprint arXiv:1804.08771},
year={2018}
}
@misc{zhang2021sgdqa,
title={SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services},
author={Yang Zhang and Vahid Noroozi and Evelina Bakhturina and Boris Ginsburg},
year={2021},
eprint={2105.08049},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@article{zhang2019neural,
title={Neural Models of Text Normalization for Speech Applications},
author={Hao Zhang and R. Sproat and Axel H. Ng and Felix Stahlberg and Xiaochang Peng and Kyle Gorman and B. Roark},
journal={Computational Linguistics},
year={2019},
pages={293-338}
}
@misc{liu2021selfalignment,
title={Self-Alignment Pretraining for Biomedical Entity Representations},
author={Fangyu Liu and Ehsan Shareghi and Zaiqiao Meng and Marco Basaldella and Nigel Collier},
year={2021},
eprint={2010.11784},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
@article{gulcehre2015using,
title={On using monolingual corpora in neural machine translation},
author={Gulcehre, Caglar and Firat, Orhan and Xu, Kelvin and Cho, Kyunghyun and Barrault, Loic and Lin, Huei-Chi and Bougares, Fethi and Schwenk, Holger and Bengio, Yoshua},
journal={arXiv preprint arXiv:1503.03535},
year={2015}
}
@article{yee2019simple,
title={Simple and effective noisy channel modeling for neural machine translation},
author={Yee, Kyra and Ng, Nathan and Dauphin, Yann N and Auli, Michael},
journal={arXiv preprint arXiv:1908.05731},
year={2019}
}
@inproceedings{koehnetal2007moses,
title = "{M}oses: Open Source Toolkit for Statistical Machine Translation",
author = "Koehn, Philipp and
Hoang, Hieu and
Birch, Alexandra and
Callison-Burch, Chris and
Federico, Marcello and
Bertoldi, Nicola and
Cowan, Brooke and
Shen, Wade and
Moran, Christine and
Zens, Richard and
Dyer, Chris and
Bojar, Ond{\v{r}}ej and
Constantin, Alexandra and
Herbst, Evan",
booktitle = "Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics Companion Volume Proceedings of the Demo and Poster Sessions",
month = jun,
year = "2007",
address = "Prague, Czech Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/P07-2045",
pages = "177--180",
}
@inproceedings{sunkara20_interspeech,
author={Monica Sunkara and Srikanth Ronanki and Dhanush Bekal and Sravan Bodapati and Katrin Kirchhoff},
title={{Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech}},
year=2020,
booktitle={Proc. Interspeech 2020},
pages={4911--4915},
doi={10.21437/Interspeech.2020-3074}
}
@article{chen2019bert,
title={Bert for joint intent classification and slot filling},
author={Chen, Qian and Zhuo, Zhu and Wang, Wen},
journal={arXiv preprint arXiv:1902.10909},
year={2019}
}
@article{borgeaud2021improving,
title={Improving language models by retrieving from trillions of tokens},
author={Borgeaud, Sebastian and Mensch, Arthur and Hoffmann, Jordan and Cai, Trevor and Rutherford, Eliza and Millican, Katie and Driessche, George van den and Lespiau, Jean-Baptiste and Damoc, Bogdan and Clark, Aidan and others},
journal={arXiv preprint arXiv:2112.04426},
year={2021}
}
@article{su2021roformer,
title={Roformer: Enhanced transformer with rotary position embedding},
author={Su, Jianlin and Lu, Yu and Pan, Shengfeng and Wen, Bo and Liu, Yunfeng},
journal={arXiv preprint arXiv:2104.09864},
year={2021}
}
@article{reimers2019sentence,
title={Sentence-bert: Sentence embeddings using siamese bert-networks},
author={Reimers, Nils and Gurevych, Iryna},
journal={arXiv preprint arXiv:1908.10084},
year={2019}
}
@article{yang2022tensor,
title={Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer},
author={Yang, Greg and Hu, Edward J and Babuschkin, Igor and Sidor, Szymon and Liu, Xiaodong and Farhi, David and Ryder, Nick and Pachocki, Jakub and Chen, Weizhu and Gao, Jianfeng},
journal={arXiv preprint arXiv:2203.03466},
year={2022}
}
@article{jegou2022faiss,
title={Faiss: Similarity search and clustering of dense vectors library},
author={J{\'e}gou, Herv{\'e} and Douze, Matthijs and Johnson, Jeff and Hosseini, Lucas and Deng, Chengqi},
journal={Astrophysics Source Code Library},
pages={ascl--2210},
year={2022}
}