Publications

View on Semantic Scholar / Google Scholar / ACL Anthology / DBLP

Showing (All/None): Conferences / Findings / Journals / Workshops / Theses / Preprints

2022

1. What Do NLP Researchers Believe? Results of the NLP Community Metasurvey
   Julian Michael, Ari Holtzman, Alicia Parrish, Aaron Mueller, Alex Wang, Angelica Chen, Divyam Madaan, Nikita Nangia, Richard Yuanzhe Pang, Jason Phang and Samuel R. Bowman
   arXiv preprint
   website pdf arxiv bib
2. Overconfidence in the Face of Ambiguity with Adversarial Data
   Margaret Li* and Julian Michael*
   DADC 2022 (Best Paper)
   s2 pdf code reviews bib
3. Nearest Neighbor Zero-Shot Inference
   Weijia Shi, Julian Michael, Suchin Gururangan and Luke Zettlemoyer
   arXiv preprint
   pdf arxiv bib

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
   s2 pdf code bib
2. Inducing Semantic Roles Without Syntax
   Julian Michael and Luke Zettlemoyer
   Findings of ACL 2021
   s2 pdf code bib
3. Prompting Contrastive Explanations for Commonsense Reasoning Tasks
   Bhargavi Paranjape, Julian Michael, Marjan Ghazvininejad, Hannaneh Hajishirzi and Luke Zettlemoyer
   Findings of ACL 2021
   s2 pdf code bib

2020

1. Asking without Telling: Exploring Latent Ontologies in Contextual Representations
   Julian Michael, Jan A. Botha and Ian Tenney
   EMNLP 2020
   s2 pdf bib
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
   s2 pdf code data bib
3. AmbigQA: Answering Ambiguous Open-domain Questions
   Sewon Min, Julian Michael, Hannaneh Hajishirzi and Luke Zettlemoyer
   EMNLP 2020
   website s2 pdf code data bib

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
   website s2 pdf code bib
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
   website s2 pdf code bib

2018

1. Large-Scale QA-SRL Parsing
   Nicholas FitzGerald, Julian Michael, Luheng He and Luke Zettlemoyer
   ACL 2018 (Honorable Mention)
   website s2 pdf code data bib
2. Crowdsourcing Question-Answer Meaning Representations
   Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan and Luke Zettlemoyer
   NAACL 2018
   s2 pdf poster code data bib
3. Supervised Open Information Extraction
   Gabriel Stanovsky, Julian Michael, Luke Zettlemoyer and Ido Dagan
   NAACL 2018
   s2 pdf poster code bib

2016

1. Human-in-the-Loop Parsing
   Luheng He, Julian Michael, Mike Lewis and Luke Zettlemoyer
   EMNLP 2016
   s2 pdf code slides bib
2. Proving Infinitary Formulas
   Amelia Harrison, Vladimir Lifschitz and Julian Michael
   TPLP Vol. 16, 5–6; Presented at ICLP 2016
   s2 pdf bib

2015

1. The Theory of Correlation Formulas and Their Application to Discourse Coherence
   Julian Michael
   Undergraduate Honors Thesis, UT Austin, 2015
   s2 pdf bib
2. The Winograd Schema Challenge and Reasoning about Correlation
   Daniel Bailey, Amelia Harrison, Yuliya Lierler, Vladimir Lifschitz and Julian Michael
   Commonsense 2015
   s2 pdf bib