Sotabase

Career

· Assistant Professor, Northeastern University2026–
· PhD Student, MIT CSAIL2020–2025
· Predoctoral Researcher, Allen Institute for AI (Ai2)2019–2020
· Predoctoral Researcher, Harvard University2019–2020
· M.S. in Data Science, Brown University2018–2019
· B.Eng. in Civil Engineering, Nanjing Tech University2014–2018

Publications (59)

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
Annual Meeting of the Association for Computational Linguistics · 2024
399
cited
A Design Space for Intelligent and Interactive Writing Assistants
International Conference on Human Factors in Computing Systems · 2024
146
cited
The Semantic Scholar Open Data Platform
arXiv.org · 2023
145
cited
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis
IEEE International Conference on Document Analysis and Recognition · 2021
122
cited
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities
Neural Information Processing Systems · 2022
64
cited
Learning to Decode Collaboratively with Multiple Language Models
Annual Meeting of the Association for Computational Linguistics · 2024
56
cited
A Large Dataset of Historical Japanese Documents with Complex Layouts
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2020
51
cited
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups
Transactions of the Association for Computational Linguistics · 2021
43
cited
Don’t Say What You Don’t Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
IEEE Games Entertainment Media Conference · 2022
34
cited
Deep Learning based Framework for Automatic Damage Detection in Aircraft Engine Borescope Inspection
International Conference on Computing, Networking and Communications · 2019
33
cited
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
Conference on Empirical Methods in Natural Language Processing · 2024
27
cited
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents
Conference on Empirical Methods in Natural Language Processing · 2023
24
cited
Beyond Summarization: Designing AI Support for Real-World Expository Writing Tasks
arXiv.org · 2023
23
cited
Towards Verifiable Text Generation with Symbolic References
arXiv.org · 2023
23
cited
The Semantic Reader Project
Communications of the ACM · 2023
21
cited
When One LLM Drools, Multi-LLM Collaboration Rules
arXiv.org · 2025
21
cited
PAWLS: PDF Annotation With Labels and Structure
Annual Meeting of the Association for Computational Linguistics · 2021
20
cited
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
Neural Information Processing Systems · 2023
15
cited
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models
International Conference on Machine Learning · 2025
14
cited
SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
arXiv.org · 2025
11
cited
Sotabase