Publications

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2022

1. Overconfidence in the Face of Ambiguity with Adversarial Data
   Margaret Li* and Julian Michael*
   DADC 2022 (Best Paper)
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2. Nearest Neighbor Zero-Shot Inference
   Weijia Shi, Julian Michael, Suchin Gururangan and Luke Zettlemoyer
   arXiv
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2021

1. Asking It All: Generating Contextualized Questions for any Semantic Role
   Valentina Pyatkin, Paul Roit, Julian Michael, Yoav Goldberg, Reut Tsarfaty and Ido Dagan
   EMNLP 2021
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2. Inducing Semantic Roles Without Syntax
   Julian Michael and Luke Zettlemoyer
   Findings of ACL 2021
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3. Prompting Contrastive Explanations for Commonsense Reasoning Tasks
   Bhargavi Paranjape, Julian Michael, Marjan Ghazvininejad, Hannaneh Hajishirzi and Luke Zettlemoyer
   Findings of ACL 2021
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2020

1. Asking without Telling: Exploring Latent Ontologies in Contextual Representations
   Julian Michael, Jan A. Botha and Ian Tenney
   EMNLP 2020
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2. Controlled Crowdsourcing for High-Quality QA-SRL Annotation
   Paul Roit, Ayal Klein, Daniela Stepanov, Jonathan Mamou, Julian Michael, Gabriel Stanovsky, Luke Zettlemoyer and Ido Dagan
   ACL 2020
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3. AmbigQA: Answering Ambiguous Open-domain Questions
   Sewon Min, Julian Michael, Hannaneh Hajishirzi and Luke Zettlemoyer
   EMNLP 2020
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2019

1. SuperGLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
   Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy and Samuel R. Bowman
   NeurIPS 2019
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2. GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
   Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy and Samuel R. Bowman
   ICLR 2019
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2018

1. Large-Scale QA-SRL Parsing
   Nicholas FitzGerald, Julian Michael, Luheng He and Luke Zettlemoyer
   ACL 2018 (Honorable Mention)
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2. Crowdsourcing Question-Answer Meaning Representations
   Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan and Luke Zettlemoyer
   NAACL 2018
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3. Supervised Open Information Extraction
   Gabriel Stanovsky, Julian Michael, Luke Zettlemoyer and Ido Dagan
   NAACL 2018
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2016

1. Human-in-the-Loop Parsing
   Luheng He, Julian Michael, Mike Lewis and Luke Zettlemoyer
   EMNLP 2016
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2. Proving Infinitary Formulas
   Amelia Harrison, Vladimir Lifschitz and Julian Michael
   TPLP Vl. 16, 5–6; Presented at ICLP 2016
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2015

1. The Theory of Correlation Formulas and Their Application to Discourse Coherence
   Julian Michael
   Undergraduate Honors Thesis, UT Austin, 2015
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2. The Winograd Schema Challenge and Reasoning about Correlation
   Daniel Bailey, Amelia Harrison, Yuliya Lierler, Vladimir Lifschitz and Julian Michael
   Commonsense 2015
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