Julian Michael

22 papers · 2016–2024 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🤝 Dynamic Duo (11) 🔥 Unstoppable (7) 📈 Trend Setter 💎 Century Club (22) ⚡ Prolific Year (5) 🗃️ Keyword Collector (84) ❓ The Questioner

Conferences

EMNLP (8) ACL (5) NAACL (4) IJCNLP (2) NIPS (2) ICLR (1)

Top co-authors

Luke Zettlemoyer (11) Ido Dagan (4) Alex Wang (4) Gabriel Stanovsky (3) Samuel Bowman (3) Felix Hill (3) Amanpreet Singh (3) Luheng He (3) Omer Levy (3) Hannaneh Hajishirzi (3)

Keywords

natural language understanding (3) question generation (3) semantic role labeling (3) question answering (3) natural language inference (3) named entity recognition (2) open information extraction (2) semantic role (2) large language model (2) language understanding (2) transfer learning (2) benchmark evaluation (2) linguistic structure (2) ambiguity resolution (1) text representation (1) text classification (1) data annotation (1) natural language processing (1) sequence tagging (1) domain adaptation (1)

Papers

Analyzing the Role of Semantic Representations in the Era of Large Language Models NAACL 2024

What Do NLP Researchers Believe? Results of the NLP Community Metasurvey ACL 2023

We’re Afraid Language Models Aren’t Modeling Ambiguity EMNLP 2023

The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP EMNLP 2023

Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting NIPS 2023

Overconfidence in the Face of Ambiguity with Adversarial Data NAACL 2022

Nearest Neighbor Zero-Shot Inference EMNLP 2022

Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP 2021

Prompting Contrastive Explanations for Commonsense Reasoning Tasks ACL 2021

Inducing Semantic Roles Without Syntax ACL 2021

Prompting Contrastive Explanations for Commonsense Reasoning Tasks IJCNLP 2021

Inducing Semantic Roles Without Syntax IJCNLP 2021

AmbigQA: Answering Ambiguous Open-domain Questions EMNLP 2020

Controlled Crowdsourcing for High-Quality QA-SRL Annotation ACL 2020

Asking without Telling: Exploring Latent Ontologies in Contextual Representations EMNLP 2020

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems NIPS 2019

GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding ICLR 2019

Large-Scale QA-SRL Parsing ACL 2018

Supervised Open Information Extraction NAACL 2018

Crowdsourcing Question-Answer Meaning Representations NAACL 2018

GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018

Human-in-the-Loop Parsing EMNLP 2016