Andrew Drozdov

发表

Understanding Mutual Information and its Use in InfoGAN

Katrina Evtimova, Andrew Drozdov, 2016 .

Do latent tree learning models identify meaningful structure in sentences?

Samuel R. Bowman, Adina Williams, Andrew Drozdov, 2017, TACL.

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

Samuel R. Bowman, Adina Williams, Andrew Drozdov, 2017, ArXiv.

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

Mohit Yadav, Andrew McCallum, Mohit Iyyer, 2019, NAACL.

Tagging and Chunking with Subword 2 Word models

Andrew Drozdov, Sébastien Jean, 2016 .

Compositional Semantic Parsing with Large Language Models

Xinyun Chen, O. Bousquet, Andrew Drozdov, 2022, ArXiv.

Inducing and Using Alignments for Transition-based AMR Parsing

Ramón Fernández Astudillo, Andrew Drozdov, A. McCallum, 2022, NAACL.

You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$NN-LM

Andrew Drozdov, A. McCallum, Mohit Iyyer, 2022, 2210.15859.

The impact of preprint servers in the formation of novel ideas

Boris Veytsman, Zonghai Yao, Andrew Drozdov, 2020, bioRxiv.

KNN-LM Does Not Improve Open-ended Text Generation

Andrew Drozdov, Mohit Iyyer, Shufan Wang, 2023, ArXiv.

Improved Latent Tree Induction with Distant Supervision via Span Constraints pdf

Andrew McCallum, Mohit Iyyer, Tim O'Gorman, 2021, EMNLP.

Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders

Mohit Iyyer, Andrew McCallum, Subendhu Rongali, 2020, EMNLP.

You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM

Andrew Drozdov, A. McCallum, Mohit Iyyer, 2022, EMNLP.

You can't pick your neighbors, or can you? When and how to rely on retrieval in the kNN-LM

Andrew Drozdov, A. McCallum, Mohit Iyyer, 2022, EMNLP.

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

Kyunghyun Cho, Douwe Kiela, Andrew Drozdov, 2017, ICLR.

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

Kyunghyun Cho, Douwe Kiela, Andrew Drozdov, 2017, ArXiv.

Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders

Andrew McCallum, Mohit Iyyer, Patrick Verga, 2019, EMNLP.

PaRaDe: Passage Ranking using Demonstrations with Large Language Models

Andrew Drozdov, Mohit Iyyer, Honglei Zhuang, 2023, ArXiv.

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation

Jay Yoon Lee, Andrew Drozdov, Mohit Iyyer, 2023, 2311.08640.

Multistage Collaborative Knowledge Distillation from Large Language Models

Md Arafat Sultan, Jay Yoon Lee, Andrew Drozdov, 2023, ArXiv.

Retrieval-Enhanced Machine Learning: Synthesis and Opportunities

Andrew Drozdov, To Eun Kim, Alireza Salemi, 2024, ArXiv.