Sotabase

Career

· Associate Professor, Carnegie Mellon University2024–

Publications (69)

Simultaneously Uncovering the Patterns of Brain Regions Involved in Different Story Reading Subprocesses
PLoS ONE · 2014
296
cited
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
Neural Information Processing Systems · 2019
277
cited
Tracking neural coding of perceptual and semantic features of concrete nouns
NeuroImage · 2012
151
cited
Aligning context-based statistical models of language with brain activity during reading
Conference on Empirical Methods in Natural Language Processing · 2014
133
cited
Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset
Nature Machine Intelligence · 2023
96
cited
Inducing brain-relevant bias in natural language processing models
Neural Information Processing Systems · 2019
92
cited
Combining computational controls with natural text reveals new aspects of meaning composition
bioRxiv · 2020
78
cited
A Compositional and Interpretable Semantic Space
North American Chapter of the Association for Computational Linguistics · 2015
68
cited
Incremental language comprehension difficulty predicts activity in the language network but not the multiple demand network
bioRxiv · 2020
64
cited
Selectivity for food in human ventral visual cortex
bioRxiv · 2023
62
cited
Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity
bioRxiv · 2023
61
cited
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity
bioRxiv · 2019
49
cited
Can fMRI reveal the representation of syntactic structure in the brain?
bioRxiv · 2020
48
cited
Computational Language Modeling and the Promise of In Silico Experimentation
Neurobiology of Language · 2023
46
cited
The lexical semantics of adjective–noun phrases in the human brain
Human Brain Mapping · 2019
42
cited
Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models
Neural Information Processing Systems · 2023
36
cited
Semantic Representations during Language Comprehension Are Affected by Context
Journal of Neuroscience · 2021
33
cited
Incorporating natural language into vision models improves prediction and understanding of higher visual cortex
2022
30
cited
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity
International Conference on Learning Representations · 2023
27
cited
A Deep Learning Model for Automated Classification of Intraoperative Continuous EMG
IEEE Transactions on Medical Robotics and Bionics · 2021
21
cited
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Leila Wehbe | Researcher Profile | Sotabase | Sotabase