@inproceedings{drozdov2022amralign,bibtex_show={true},selected={true},abbr={Long Paper},award={Poster},category={main},title={Inducing and Using Alignments for Transition-based AMR Parsing},author={Drozdov, Andrew and Zhou, Jiawei and Florian, Radu and McCallum, Andrew and Naseem, Tahira and Kim, Yoon and Astudillo, Ramon Fernandez},booktitle={NAACL},year={2022},arxiv={https://arxiv.org/abs/2205.01464},code={https://github.com/IBM/transition-amr-parser}}
Long Paper
Poster
Improved Latent Tree Induction with Distant Supervision via Span Constraints
Zhiyang Xu,
Andrew Drozdov,
Jay Yoon Lee,
Tim O’Gorman,
Subendhu Rongali,
Dylan Finkbeiner,
Shilpa Suresh,
Mohit Iyyer,
and Andrew McCallum
@inproceedings{diora2021distantdiora,bibtex_show={true},selected={true},abbr={Long Paper},award={Poster},category={main},title={Improved Latent Tree Induction with Distant Supervision via Span Constraints},author={Xu, Zhiyang and Drozdov, Andrew and Lee, Jay Yoon and O{'}Gorman, Tim and Rongali, Subendhu and Finkbeiner, Dylan and Suresh, Shilpa and Iyyer, Mohit and McCallum, Andrew},booktitle={EMNLP},year={2021},arxiv={https://arxiv.org/abs/2109.05112},code={https://github.com/iesl/distantly-supervised-diora}}
Long Paper
Poster
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders
Andrew Drozdov,
Subendhu Rongali,
Yi-Pei Chen,
Tim O’Gorman,
Mohit Iyyer,
and Andrew McCallum
@inproceedings{drozdov2020sdiora,bibtex_show={true},selected={true},abbr={Long Paper},award={Poster},category={main},title={Unsupervised Parsing with {S-DIORA}: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders},author={Drozdov, Andrew and Rongali, Subendhu and Chen, Yi-Pei and O{'}Gorman, Tim and Iyyer, Mohit and McCallum, Andrew},booktitle={EMNLP},pdf={https://aclanthology.org/2020.emnlp-main.392/},year={2020}}
Short Paper
Poster
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Auto-Encoders
Andrew Drozdov,
Patrick Verga,
Yi-Pei Chen,
Mohit Iyyer,
and Andrew McCallum
@inproceedings{drozdov2019dioralabeled,bibtex_show={true},selected={true},abbr={Short Paper},award={Poster},category={main},author={Drozdov, Andrew and Verga, Patrick and Chen, Yi-Pei and Iyyer, Mohit and McCallum, Andrew},title={Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Auto-Encoders},booktitle={EMNLP},pdf={https://aclanthology.org/D19-1161/},code={https://github.com/iesl/diora},year={2019}}
Long Paper
Oral
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive
Autoencoders
Andrew Drozdov,
Patrick Verga,
Mohit Yadav,
Mohit Iyyer,
and Andrew McCallum
@inproceedings{drozdov2019diora,bibtex_show={true},selected={true},abbr={Long Paper},award={Oral},category={main},author={Drozdov, Andrew and Verga, Patrick and Yadav, Mohit and Iyyer, Mohit and McCallum, Andrew},title={Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive
Autoencoders},booktitle={NAACL},arxiv={https://arxiv.org/abs/1904.02142},code={https://github.com/iesl/diora},year={2019}}
Journal
Oral
Do latent tree learning models identify meaningful structure in sentences?
Adina Williams,
Andrew Drozdov,
and Samuel R. Bowman
@article{Williams2018DoLT,bibtex_show={true},selected={true},category={main},abbr={Journal},award={Oral},title={Do latent tree learning models identify meaningful structure in sentences?},author={Williams, Adina and Drozdov, Andrew and Bowman, Samuel R.},journal={TACL},year={2018},volume={6},code={https://github.com/nyu-mll/spinn},arxiv={https://arxiv.org/abs/1709.01121},pages={253-267}}
Long Paper
Poster
Emergent Communication in a Multi-Modal, Multi-Step Referential Game
Katrina Evtimova,
Andrew Drozdov,
Douwe Kiela,
and Kyunghyun Cho
@inproceedings{iclr2018emergent,bibtex_show={true},selected={true},category={main},abbr={Long Paper},award={Poster},arxiv={https://arxiv.org/abs/1705.10369},title={Emergent Communication in a Multi-Modal, Multi-Step Referential Game},author={Evtimova, Katrina and Drozdov, Andrew and Kiela, Douwe and Cho, Kyunghyun},booktitle={ICLR},year={2018},code={https://github.com/nyu-dl/MultimodalGame}}
Workshop
Long Paper
Oral
The Impact of Preprint Servers in the Formation of Novel Ideas
Swarup Satish,
Zonghai Yao,
Andrew Drozdov,
and Boris Veytsman
In EMNLP (Workshop on Scholarly Document Processing)
2020
@inproceedings{emnl2020biorxivimpact,bibtex_show={true},selected={true},category={workshop},abbr={Long Paper},award={Oral},arxiv={https://www.biorxiv.org/content/10.1101/2020.10.08.330696v1},code={https://github.com/seasonyao/BiorXivImpact},title={The Impact of Preprint Servers in the Formation of Novel Ideas},author={Satish, Swarup and Yao, Zonghai and Drozdov, Andrew and Veytsman, Boris},booktitle={EMNLP (Workshop on Scholarly Document Processing)},workshop={https://ornlcda.github.io/SDProc/},year={2020}}
Ext. Abstract
Poster
The Coadaptation Problem when Learning How and What to Compose
Andrew Drozdov,
and Samuel R. Bowman
In ACL (Workshop on Representation Learning for NLP)
2017
@inproceedings{acl2017coadapt,bibtex_show={true},selected={true},category={workshop},abbr={Ext. Abstract},award={Poster},pdf={https://github.com/nyu-mll/spinn/blob/master/writing/acl17-latex/acl2017.pdf},title={The Coadaptation Problem when Learning How and What to Compose},author={Drozdov, Andrew and Bowman, Samuel R.},booktitle={ACL (Workshop on Representation Learning for NLP)},workshop={https://sites.google.com/site/repl4nlp2017/},year={2017}}
Unpublished Work
Understanding Mutual Information and its use in InfoGAN
Katrina Evtimova,
and Andrew Drozdov
Course Project (Inference and Representation)
2016
Advised by David Sontag. Recognized as "Best Deep Learning Project" in the department, awarded by Yann LeCun.