Andrew Drozdov

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Top Venues

EMNLP (Findings)

Publications

To Eun Kim, Alireza Salemi, Andrew Drozdov, Fernando Diaz, Hamed Zamani
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities. CoRR (2024)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation. ACL (1) (2024)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
kNN-LM Does Not Improve Open-ended Text Generation. EMNLP (2023)
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
PaRaDe: Passage Ranking using Demonstrations with Large Language Models. CoRR (2023)
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler, Kai Hui
PaRaDe: Passage Ranking using Demonstrations with LLMs. EMNLP (Findings) (2023)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
KNN-LM Does Not Improve Open-ended Text Generation. CoRR (2023)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
Multistage Collaborative Knowledge Distillation from Large Language Models. CoRR (2023)
Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou
Compositional Semantic Parsing with Large Language Models. ICLR (2023)
Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo
Inducing and Using Alignments for Transition-based AMR Parsing. NAACL-HLT (2022)
Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramón Fernandez Astudillo
Inducing and Using Alignments for Transition-based AMR Parsing. CoRR (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM. CoRR (2022)
Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou
Compositional Semantic Parsing with Large Language Models. CoRR (2022)
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer
You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM. EMNLP (Findings) (2022)
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum
Improved Latent Tree Induction with Distant Supervision via Span Constraints. EMNLP (1) (2021)
Zhiyang Xu, Andrew Drozdov, Jay-Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum
Improved Latent Tree Induction with Distant Supervision via Span Constraints. CoRR (2021)
Swarup Satish, Zonghai Yao, Andrew Drozdov, Boris Veytsman
The impact of preprint servers in the formation of novel ideas. SDP@EMNLP (2020)
Andrew Drozdov, Subendhu Rongali, Yi-Pei Chen, Tim O'Gorman, Mohit Iyyer, Andrew McCallum
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders. EMNLP (1) (2020)
Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders. NAACL-HLT (1) (2019)
Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders. CoRR (2019)
Andrew Drozdov, Patrick Verga, Yi-Pei Chen, Mohit Iyyer, Andrew McCallum
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders. EMNLP/IJCNLP (1) (2019)
Adina Williams, Andrew Drozdov, Samuel R. Bowman
Do latent tree learning models identify meaningful structure in sentences? Trans. Assoc. Comput. Linguistics 6 (2018)
Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho
Emergent Communication in a Multi-Modal, Multi-Step Referential Game. ICLR (Poster) (2018)
Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho
Emergent Language in a Multi-Modal, Multi-Step Referential Game. CoRR (2017)
Adina Williams, Andrew Drozdov, Samuel R. Bowman
Learning to parse from a semantic objective: It works. Is it syntax? CoRR (2017)