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LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing



Dora Jambor , Dzmitry Bahdanau

* published latest version of a paper that's already on arxiv instead of adding it as a new version. Please see arXiv:2110.07572 

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Data Augmentation for Intent Classification with Off-the-shelf Large Language Models



Gaurav Sahu , Pau Rodriguez , Issam H. Laradji , Parmida Atighehchian , David Vazquez , Dzmitry Bahdanau

* Accepted to 4th Workshop on NLP for Conversational AI, ACL 2022 

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Evaluating the Text-to-SQL Capabilities of Large Language Models



Nitarshan Rajkumar , Raymond Li , Dzmitry Bahdanau


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Systematic Generalization with Edge Transformers



Leon Bergen , Timothy J. O'Donnell , Dzmitry Bahdanau

* Accepted as a conference paper at NeurIPS 2021 

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LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing



Dora Jambor , Dzmitry Bahdanau


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Compositional Generalization in Dependency Parsing



Emily Goodwin , Siva Reddy , Timothy J. O'Donnell , Dzmitry Bahdanau

* 8 pages 7 figures 

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PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models



Torsten Scholak , Nathan Schucher , Dzmitry Bahdanau

* Accepted to EMNLP 2021. 7 pages 

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Understanding by Understanding Not: Modeling Negation in Language Models



Arian Hosseini , Siva Reddy , Dzmitry Bahdanau , R Devon Hjelm , Alessandro Sordoni , Aaron Courville


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Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention



Leon Bergen , Dzmitry Bahdanau , Timothy J. O'Donnell


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