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Consistent Accelerated Inference via Confident Adaptive Transformers


Apr 18, 2021
Tal Schuster, Adam Fisch, Tommi Jaakkola, Regina Barzilay


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Generating Related Work


Apr 18, 2021
Darsh J Shah, Regina Barzilay


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Nutribullets Hybrid: Multi-document Health Summarization


Apr 08, 2021
Darsh J Shah, Lili Yu, Tao Lei, Regina Barzilay

* NAACL 2021 Camera Ready 

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Nutri-bullets: Summarizing Health Studies by Composing Segments


Mar 22, 2021
Darsh J Shah, Lili Yu, Tao Lei, Regina Barzilay

* AAAI 2021 Camera Ready 
* 12 pages 

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Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence


Mar 15, 2021
Tal Schuster, Adam Fisch, Regina Barzilay

* NAACL 2021 

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Few-shot Conformal Prediction with Auxiliary Tasks


Feb 17, 2021
Adam Fisch, Tal Schuster, Tommi Jaakkola, Regina Barzilay


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CapWAP: Captioning with a Purpose


Nov 09, 2020
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay

* EMNLP 2020 

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Modeling Drug Combinations based on Molecular Structures and Biological Targets


Nov 09, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola

* Accepted to NeurIPS 2020 Machine Learning for Molecules Workshop 

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Deciphering Undersegmented Ancient Scripts Using Phonetic Prior


Oct 21, 2020
Jiaming Luo, Frederik Hartmann, Enrico Santus, Yuan Cao, Regina Barzilay

* TACL 2020, pre-MIT Press publication version 

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Relaxed Conformal Prediction Cascades for Efficient Inference Over Many Labels


Jul 08, 2020
Adam Fisch, Tal Schuster, Tommi Jaakkola, Regina Barzilay


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Domain Extrapolation via Regret Minimization


Jun 24, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola


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Improved Conditional Flow Models for Molecule to Image Synthesis


Jun 15, 2020
Karren Yang, Samuel Goldman, Wengong Jin, Alex Lu, Regina Barzilay, Tommi Jaakkola, Caroline Uhler


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Learning Graph Models for Template-Free Retrosynthesis


Jun 12, 2020
Vignesh Ram Somnath, Charlotte Bunne, Connor W. Coley, Andreas Krause, Regina Barzilay


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Optimal Transport Graph Neural Networks


Jun 11, 2020
Gary Bécigneul, Octavian-Eugen Ganea, Benson Chen, Regina Barzilay, Tommi Jaakkola


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Uncertainty Quantification Using Neural Networks for Molecular Property Prediction


May 20, 2020
Lior Hirschfeld, Kyle Swanson, Kevin Yang, Regina Barzilay, Connor W. Coley


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Adaptive Invariance for Molecule Property Prediction


May 05, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola


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Improving Molecular Design by Stochastic Iterative Target Augmentation


Feb 11, 2020
Kevin Yang, Wengong Jin, Kyle Swanson, Regina Barzilay, Tommi Jaakkola

* Under submission to ICML 2020 

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Composing Molecules with Multiple Property Constraints


Feb 08, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola


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Hierarchical Generation of Molecular Graphs using Structural Motifs


Feb 08, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola


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Blank Language Models


Feb 08, 2020
Tianxiao Shen, Victor Quach, Regina Barzilay, Tommi Jaakkola


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Capturing Greater Context for Question Generation


Oct 22, 2019
Luu Anh Tuan, Darsh J Shah, Regina Barzilay


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Learning to Make Generalizable and Diverse Predictions for Retrosynthesis


Oct 21, 2019
Benson Chen, Tianxiao Shen, Tommi S. Jaakkola, Regina Barzilay


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Automatic Fact-guided Sentence Modification


Sep 30, 2019
Darsh J Shah, Tal Schuster, Regina Barzilay


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Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers


Sep 20, 2019
Adam Fisch, Jiang Guo, Regina Barzilay

* EMNLP 2019 

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Towards Debiasing Fact Verification Models


Aug 31, 2019
Tal Schuster, Darsh J Shah, Yun Jie Serene Yeo, Daniel Filizzola, Enrico Santus, Regina Barzilay

* EMNLP IJCNLP 2019 

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Are We Safe Yet? The Limitations of Distributional Features for Fake News Detection


Aug 26, 2019
Tal Schuster, Roei Schuster, Darsh J Shah, Regina Barzilay


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Few-shot Text Classification with Distributional Signatures


Aug 16, 2019
Yujia Bao, Menghua Wu, Shiyu Chang, Regina Barzilay

* Work in progress 

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Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B


Jun 16, 2019
Jiaming Luo, Yuan Cao, Regina Barzilay

* Accepted by ACL 2019 

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