Andrew Drozdov

According to our database, Andrew Drozdov authored at least 17 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Multistage Collaborative Knowledge Distillation from Large Language Models.

Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum

CoRR, 2023

PaRaDe: Passage Ranking using Demonstrations with Large Language Models.

Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui

CoRR, 2023

Compositional Semantic Parsing with Large Language Models.

Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou

Proceedings of the Eleventh International Conference on Learning Representations, 2023

kNN-LM Does Not Improve Open-ended Text Generation.

Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

PaRaDe: Passage Ranking using Demonstrations with LLMs.

Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Inducing and Using Alignments for Transition-based AMR Parsing.

Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM.

Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

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, Andrew McCallum

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

The impact of preprint servers in the formation of novel ideas.

Swarup Satish, Zonghai Yao, Andrew Drozdov, Boris Veytsman

Proceedings of the First Workshop on Scholarly Document Processing, 2020

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, Andrew McCallum

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders.

Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum

CoRR, 2019

Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders.

Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders.

Andrew Drozdov, Patrick Verga, Yi-Pei Chen, Mohit Iyyer, Andrew McCallum

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Do latent tree learning models identify meaningful structure in sentences?

Adina Williams, Andrew Drozdov, Samuel R. Bowman

Trans. Assoc. Comput. Linguistics, 2018

Emergent Communication in a Multi-Modal, Multi-Step Referential Game.

Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Learning to parse from a semantic objective: It works. Is it syntax?

Adina Williams, Andrew Drozdov, Samuel R. Bowman

CoRR, 2017

Emergent Language in a Multi-Modal, Multi-Step Referential Game.

Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho

CoRR, 2017