Ian Magnusson
10 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6)
🧭
Keyword Pioneer
👥
Mega-Team
(43)
🗃️
Keyword Collector
(58)
💎
Century Club
(10)
🔥
Unstoppable
(5)
❓
The Questioner
Conferences
EMNLP (4)
ACL (3)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
language model
(2)
open source
(2)
scene understanding
(1)
in-context learning
(1)
relation extraction
(1)
question answering
(1)
language modeling
(1)
empirical evaluation
(1)
empirical study
(1)
explanation generation
(1)
corpus construction
(1)
web corpus
(1)
model merging
(1)
parameter-efficient learning
(1)
distributional robustness
(1)
named entity recognition
(1)
knowledge graph
(1)
model training
(1)
natural language inference
(1)
natural language processing
(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
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
EMNLP 2024
OLMo: Accelerating the Science of Language Models
ACL 2024
Paloma: A Benchmark for Evaluating Language Model Fit
NIPS 2024
Reproducibility in NLP: What Have We Learned from the Checklist?
ACL 2023
Towards a Multi-Entity Aspect-Based Sentiment Analysis for Characterizing Directed Social Regard in Online Messaging
NAACL 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models
EMNLP 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE
EMNLP 2022
Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results
EMNLP 2021