Iz Beltagy
- Papers
- 21
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Authored papers
21OLMo: Accelerating the Science of Language Models
arXiv 2024
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
arXiv 2024
Source-Aware Training Enables Knowledge Attribution in Language Models
arXiv 2024
The Semantic Scholar Open Data Platform
arXiv 2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion
arXiv 2023
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets
arXiv 2023
What Language Model to Train if You Have One Million GPU Hours?
arXiv 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability
arXiv 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?
arXiv 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
arXiv 2022
Transparency Helps Reveal When Language Models Learn Meaning
arXiv 2022
MS2: Multi-Document Summarization of Medical Studies
arXiv 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
NAACL 2021 4
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization
ACL 2022 5
MultiVerS: Improving scientific claim verification with weak supervision and full-document context
Findings (NAACL) 2022 7
CDLM: Cross-Document Language Modeling
Findings (EMNLP) 2021 11
SPECTER: Document-level Representation Learning using Citation-informed Transformers
specter-document-level-representation
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
don-t-stop-pretraining-adapt-language-models-1
Longformer: The Long-Document Transformer
arXiv 2020
SciBERT: A Pretrained Language Model for Scientific Text
scibert-a-pretrained-language-model-for
Pretrained Language Models for Sequential Sentence Classification
pretrained-language-models-for-sequential-1
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