Ian Magnusson
10 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Silver π Keyword Champion (2) π₯ Mega-Team Β· Squad
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Keyword Collector
(62)
π₯
Unstoppable Β· Bronze
β
The Questioner
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(8)
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Deep Learning
(4)
Application Areas
(4)
Applications
(4)
Models
(4)
Optimization & Theory
(4)
Resources & Methods
(4)
Learning Types
(3)
Generation
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Core Methods
(1)
Keywords
language model
(2)
open source
(2)
large language model
(2)
scene understanding
(1)
relation extraction
(1)
question answering
(1)
in-context learning
(1)
language modeling
(1)
empirical study
(1)
explanation generation
(1)
corpus construction
(1)
web corpus
(1)
model merging
(1)
parameter-efficient learning
(1)
empirical evaluation
(1)
distributional robustness
(1)
knowledge graph
(1)
model training
(1)
named entity recognition
(1)
natural language inference
(1)
Papers
DataDecide: How to Predict Best Pretraining Data with Small Experiments
ICML 2025
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
ACL 2024
OLMo: Accelerating the Science of Language Models
ACL 2024
Paloma: A Benchmark for Evaluating Language Model Fit
NeurIPS 2024
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
EMNLP 2024
Reproducibility in NLP: What Have We Learned from the Checklist?
ACL 2023
Exploring The Landscape of Distributional Robustness for Question Answering Models
EMNLP 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE
EMNLP 2022
Towards a Multi-Entity Aspect-Based Sentiment Analysis for Characterizing Directed Social Regard in Online Messaging
NAACL 2022
Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results
EMNLP 2021