Dirk Groeneveld
13 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Keywords
language model
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large language model
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data filtering
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data curation
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web corpus
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data quality
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training data
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language model pretraining
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pretraining data
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question decomposition
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context understanding
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image captioning
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corpus construction
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visual question answering
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few-shot learning
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multimodal learning
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model training
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language modeling
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Papers
DataDecide: How to Predict Best Pretraining Data with Small Experiments
ICML 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
CVPR 2025
OLMoE: Open Mixture-of-Experts Language Models
ICLR 2025
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens
ACL 2025
DataComp-LM: In search of the next generation of training sets for language models
NeurIPS 2024
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
What's In My Big Data?
ICLR 2024
Continued Pretraining for Better Zero- and Few-Shot Promptability
EMNLP 2022
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus
EMNLP 2021
A Simple Yet Strong Pipeline for HotpotQA
EMNLP 2020
Construction of the Literature Graph in Semantic Scholar
NAACL 2018