Julian Michael
20 papers · 2016–2024 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(85)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Natural Language Processing
(14)
Applications
(11)
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(7)
Learning Types · Machine Learning
(7)
Understanding
(7)
Deep Learning
(6)
Resources & Methods
(5)
Learning Types · Deep Learning
(4)
Interdisciplinary
(3)
Application Areas
(2)
Core Methods
(2)
Generation
(2)
Linguistics
(2)
Keywords
natural language understanding
(4)
natural language inference
(3)
transfer learning
(3)
semantic role labeling
(3)
question answering
(3)
question generation
(3)
open information extraction
(2)
named entity recognition
(2)
large language model
(2)
representation learning
(2)
semantic role
(2)
benchmark evaluation
(2)
language understanding
(2)
linguistic structure
(2)
multi-task benchmark
(2)
ambiguity resolution
(1)
text representation
(1)
text classification
(1)
data annotation
(1)
natural language processing
(1)
Papers
Analyzing the Role of Semantic Representations in the Era of Large Language Models
NAACL 2024
Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting
NeurIPS 2023
The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP
EMNLP 2023
We’re Afraid Language Models Aren’t Modeling Ambiguity
EMNLP 2023
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey
ACL 2023
Nearest Neighbor Zero-Shot Inference
EMNLP 2022
Overconfidence in the Face of Ambiguity with Adversarial Data
NAACL 2022
Asking It All: Generating Contextualized Questions for any Semantic Role
EMNLP 2021
Inducing Semantic Roles Without Syntax
ACL 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks
ACL 2021
AmbigQA: Answering Ambiguous Open-domain Questions
EMNLP 2020
Asking without Telling: Exploring Latent Ontologies in Contextual Representations
EMNLP 2020
Controlled Crowdsourcing for High-Quality QA-SRL Annotation
ACL 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
ICLR 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
NeurIPS 2019
Crowdsourcing Question-Answer Meaning Representations
NAACL 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
EMNLP 2018
Large-Scale QA-SRL Parsing
ACL 2018
Supervised Open Information Extraction
NAACL 2018
Human-in-the-Loop Parsing
EMNLP 2016