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The NLP Task Effectiveness of Long-Range Transformers


Feb 16, 2022
Guanghui Qin, Yukun Feng, Benjamin Van Durme


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Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction


Sep 14, 2021
Mahsa Yarmohammadi, Shijie Wu, Marc Marone, Haoran Xu, Seth Ebner, Guanghui Qin, Yunmo Chen, Jialiang Guo, Craig Harman, Kenton Murray, Aaron Steven White, Mark Dredze, Benjamin Van Durme

* EMNLP 2021 

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Learning How to Ask: Querying LMs with Mixtures of Soft Prompts


Apr 14, 2021
Guanghui Qin, Jason Eisner

* NAACL-HLT 2021 camera-ready 

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LOME: Large Ontology Multilingual Extraction


Jan 28, 2021
Patrick Xia, Guanghui Qin, Siddharth Vashishtha, Yunmo Chen, Tongfei Chen, Chandler May, Craig Harman, Kyle Rawlins, Aaron Steven White, Benjamin Van Durme


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CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models


Oct 28, 2020
Abhinav Singh, Patrick Xia, Guanghui Qin, Mahsa Yarmohammadi, Benjamin Van Durme

* 4th Workshop on Structured Prediction for NLP (EMNLP 2020) 

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Iterative Paraphrastic Augmentation with Discriminative Span Alignment


Jul 01, 2020
Ryan Culkin, J. Edward Hu, Elias Stengel-Eskin, Guanghui Qin, Benjamin Van Durme


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Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification


Jun 30, 2020
Hongyuan Mei, Guanghui Qin, Minjie Xu, Jason Eisner

* ICML 2020 (near-camera-ready version) 

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Imputing Missing Events in Continuous-Time Event Streams


May 14, 2019
Hongyuan Mei, Guanghui Qin, Jason Eisner

* ICML 2019 camera-ready. The first version of this work appeared on OpenReview in September 2018 

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