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Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations

Apr 15, 2021
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang

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Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?

Oct 24, 2020
Peter Shaw, Ming-Wei Chang, Panupong Pasupat, Kristina Toutanova

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A Random Interaction Forest for Prioritizing Predictive Biomarkers

Oct 04, 2019
Zhen Zeng, Yuefeng Lu, Judong Shen, Wei Zheng, Peter Shaw, Mary Beth Dorr

* 15 pages, 2 figures, 2 tables 

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Answering Conversational Questions on Structured Data without Logical Forms

Aug 30, 2019
Thomas Müller, Francesco Piccinno, Massimo Nicosia, Peter Shaw, Yasemin Altun

* EMNLP 2019 

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Generating Logical Forms from Graph Representations of Text and Entities

May 21, 2019
Peter Shaw, Philip Massey, Angelica Chen, Francesco Piccinno, Yasemin Altun

* ACL 2019 

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Self-Attention with Relative Position Representations

Apr 12, 2018
Peter Shaw, Jakob Uszkoreit, Ashish Vaswani

* NAACL 2018 

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