Nicholas Lourie
12 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Mega-Team Β· Squad
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(6)
Applications
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core AI
(4)
Optimization & Theory Β· Machine Learning
(4)
Interdisciplinary
(3)
Learning Types
(3)
Optimization & Theory Β· Deep Learning
(3)
Linguistics
(2)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
question answering
(3)
commonsense reasoning
(2)
machine translation
(2)
multi-task learning
(2)
text generation
(2)
dataset creation
(1)
neural machine translation
(1)
ethical judgment
(1)
multilingual translation
(1)
scaling law
(1)
transfer learning
(1)
named entity recognition
(1)
natural language inference
(1)
commonsense knowledge
(1)
stratified sampling
(1)
out-of-distribution generalization
(1)
hyperparameter tuning
(1)
language model
(1)
online learning
(1)
zero-shot learning
(1)
Papers
Aioli: A Unified Optimization Framework for Language Model Data Mixing
ICLR 2025
Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check
EMNLP 2025
Show Your Work with Confidence: Confidence Bands for Tuning Curves
NAACL 2024
GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation
EMNLP 2022
Findings of the 2021 Conference on Machine Translation (WMT21)
EMNLP 2021
SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes
AAAI 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark
AAAI 2021
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
EMNLP 2020
Learning from Task Descriptions
EMNLP 2020
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
AAAI 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
NAACL 2019
Writing Code for NLP Research
EMNLP 2018