Vladislav Lialin

Human language is more than just information. Language reflects the way we think and feel. At scale, this potentially allows us to model both the world we live in and intelligence itself. I want to understand and expand the intersection between language modeling, vision, reasoning, planning, and interacting with the real world. Simple is always better than complex, and I think the convergence of deep learning to Transformers is a good example. I've interned at Google, Apple, and Amazon Research. Currently, I am a PhD student at UMass Lowell, advised by Prof. Anna Rumshisky. Check out my publications publications and CV

V. Lialin S. Rawls D. Chan S. Ghosh A. Rumshisky W. Hamza Scalable and Accurate Self-Supervised Multimodal Representation Learning Without Aligned Video and Text Data. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

@article{lialin2023multimodal,
  title={Scalable and Accurate Self-Supervised Multimodal Representation Learning Without Aligned Video and Text Data},
  author={Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza},
  year={2019}}

E. Lehman V. Lialin K.Y. Legaspi A.J.R.Sy P.T.S.Pile N.R.I Alberto R.R.R Ragasa C.V.M Puyat I.R.I Alberto P.G.I Alfonso M. Talino D. Moukheiber B. Wallace A. Rumshisky J.J. Liang P. Raghavan L.A. Celi P. Szolovits Learning to Ask Like a Physician. In Proceedings of the 4th Clinical Natural Language Processing Workshop, pages 74–86, Seattle, WA. Association for Computational Linguistics 2022.

title={Alexat

@article{lehman2022learning,
  title={Learning to Ask Like a Physician},
  author={Lehman, Eric and Lialin, Vladislav and Legaspi, Katelyn Y and Sy, Anne Janelle R and Pile, Patricia Therese S and Alberto, Nicole Rose I and Ragasa, Richard Raymund R and Puyat, Corinna Victoria M and Alberto, Isabelle Rose I and Alfonso, Pia Gabrielle I and others},
  journal={In Proceedings of the 4th Clinical Natural Language Processing Workshop, pages 74–86, Seattle, WA. Association for Computational Linguistics.},
  year={2022}}

V. Lialin K. Zhao N. Shivagunde A. Rumshisky Life after BERT: What do Other Muppets Understand about Language? Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

@article{lialin2022life,
  title={Life after BERT: What do Other Muppets Understand about Language?},
  author={Lialin, Vladislav and Zhao, Kevin and Shivagunde, Namrata and Rumshisky, Anna},
  journal={arXiv preprint arXiv:2205.10696},
  year={2022}}

V. Lialin R. Goel A. Simanovsky A. Rumshisky R. Shah Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time. arXiv preprint arXiv:2010.07865.

@article{lialin2020update,
  title={Update frequently, update fast: Retraining semantic parsing systems in a fraction of time},
  author={Lialin, Vladislav and Goel, Rahul and Simanovsky, Andrey and Rumshisky, Anna and Shah, Rushin},
  journal={arXiv preprint arXiv:2010.07865},
  year={2020}}

V. Lialin R. Goel A. Simanovsky A. Rumshisky R. Shah Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time. arXiv preprint arXiv:2010.07865.

@article{lialin2020update,
  title={Update frequently, update fast: Retraining semantic parsing systems in a fraction of time},
  author={Lialin, Vladislav and Goel, Rahul and Simanovsky, Andrey and Rumshisky, Anna and Shah, Rushin},
  journal={arXiv preprint arXiv:2010.07865},
  year={2020}}

V. Lialin R. Goel A. Simanovsky A. Rumshisky R. Shah Continual Learning for Neural Semantic Parsing. arXiv preprint arXiv:2010.07865.

@article{lialin2020continual,
  title={Continual Learning for Neural Semantic Parsing},
  author={Lialin, Vladislav and Goel, Rahul and Simanovsky, Andrey and Rumshisky, Anna and Shah, Rushin},
  year={2020}}

D. Donahue V. Lialin A. Rumshisky Injecting Hierarchy with U-Net Transformers. arXiv preprint arXiv:1910.10488.

@article{lialin2020unet,
  title={Injecting Hierarchy with U-Net Transformers},
  author={Donahue, David., Lialin, Vladislav., & Rumshisky, Anna.},
  year={2019}}