Sotabase

Career

· Professor, University of Washington2025–
· Sr Director, NLP Research, Allen Institute for AI (AI2)2022–
· Sr Research Manager, Allen Institute for AI (AI2)2021–2022
· Associate Professor, University of Washington2021–2025
· AI Fellow, Allen Institute for AI (AI2)2018–2021
· Assistant Professor, University of Washington2018–2021
· Research Assistant Professor, University of Washington2014–2018

Publications (198)

Self-Instruct: Aligning Language Models with Self-Generated Instructions
Annual Meeting of the Association for Computational Linguistics · 2022
2,879
cited
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv.org · 2022
2,201
cited
Bidirectional Attention Flow for Machine Comprehension
International Conference on Learning Representations · 2016
2,126
cited
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
Conference on Empirical Methods in Natural Language Processing · 2022
1,843
cited
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
International Conference on Learning Representations · 2023
1,411
cited
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
International Conference on Learning Representations · 2023
1,205
cited
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
Conference on Empirical Methods in Natural Language Processing · 2023
1,043
cited
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks
Conference on Empirical Methods in Natural Language Processing · 2022
1,026
cited
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories
Annual Meeting of the Association for Computational Linguistics · 2022
923
cited
Robust fine-tuning of zero-shot models
Computer Vision and Pattern Recognition · 2021
915
cited
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
European Conference on Computer Vision · 2018
864
cited
Cross-Task Generalization via Natural Language Crowdsourcing Instructions
Annual Meeting of the Association for Computational Linguistics · 2021
860
cited
UnifiedQA: Crossing Format Boundaries With a Single QA System
Findings · 2020
801
cited
A Diagram is Worth a Dozen Images
European Conference on Computer Vision · 2016
788
cited
Editing Models with Task Arithmetic
International Conference on Learning Representations · 2022
786
cited
MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
North American Chapter of the Association for Computational Linguistics · 2019
766
cited
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
Conference on Empirical Methods in Natural Language Processing · 2018
754
cited
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
arXiv.org · 2020
686
cited
Entity, Relation, and Event Extraction with Contextualized Span Representations
Conference on Empirical Methods in Natural Language Processing · 2019
655
cited
Fact or Fiction: Verifying Scientific Claims
Conference on Empirical Methods in Natural Language Processing · 2020
611
cited
Sotabase
Hannaneh Hajishirzi | Researcher Profile | Sotabase | Sotabase