Publications

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

2023

1. The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP
   Julian Michael
   The Big Picture Workshop (Best Paper)
   pdf arxiv slides twitter bib
2. Building Blocks for Data-Driven Theories of Language Understanding
   Julian Michael
   PhD Thesis, University of Washington, 2023
   pdf bib
3. QA-Adj: Adding Adjectives to QA-based Semantics
   Leon Pesahov, Ayal Klein and Ido Dagan
   DMR 2023
   s2 pdf bib

2022

1. QASem Parsing: Text-to-text Modeling of QA-based Semantics
   Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu and Ido Dagan
   EMNLP 2022
   s2 pdf arxiv code bib

2021

1. QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions
   Daniela Brook Weiss, Paul Roit, Ayal Klein, Ori Ernst and Ido Dagan
   EMNLP 2021
   s2 pdf code bib
2. 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 arxiv code twitter bib
3. Inducing Semantic Roles Without Syntax
   Julian Michael and Luke Zettlemoyer
   Findings of ACL 2021
   s2 pdf code bib

2020

1. QANom: Question-Answer driven SRL for Nominalizations
   Ayal Klein, Jonathan Mamou, Valentina Pyatkin, Daniela Stepanov, Hangfeng He, Dan Roth, Luke Zettlemoyer and Ido Dagan
   COLING 2020
   s2 pdf code poster data twitter bib
2. QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines
   Valentina Pyatkin, Ayal Klein, Reut Tsarfaty and Ido Dagan
   EMNLP 2020
   s2 pdf code data bib
3. 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 arxiv code data bib

2018

1. Large-Scale QA-SRL Parsing
   Nicholas FitzGerald, Julian Michael, Luheng He and Luke Zettlemoyer
   ACL 2018 (Honorable Mention)
   website s2 pdf arxiv code data twitter bib
2. Crowdsourcing Question-Answer Meaning Representations
   Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan and Luke Zettlemoyer
   NAACL 2018
   s2 pdf arxiv 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. Creating a Large Benchmark for Open Information Extraction
   Gabriel Stanovsky and Ido Dagan
   EMNLP 2016
   s2 pdf slides talk code bib
2. Annotating and Predicting Non-Restrictive Noun Phrase Modifications
   Gabriel Stanovsky and Ido Dagan
   ACL 2016
   s2 pdf code poster bib
3. Specifying and Annotating Reduced Argument Span Via QA-SRL
   Gabriel Stanovsky, Ido Dagan and Meni Adler
   ACL 2016
   s2 pdf talk slides bib
4. Human-in-the-Loop Parsing
   Luheng He, Julian Michael, Mike Lewis and Luke Zettlemoyer
   EMNLP 2016
   s2 pdf code slides bib

2015

1. Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language
   Luheng He, Mike Lewis and Luke Zettlemoyer
   EMNLP 2015
   s2 pdf code data bib