Jacob T. Emmerson

Researcher, School of Computing and Information, University of Pittsburgh

Joined

October 2024

Names

Jacob T. Emmerson (Preferred)

,

Jacob Emmerson

,

Tae Emmerson

Emails

****@pitt.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

School of Computing and Information, University of Pittsburgh (cs.pitt.edu)

2024 – Present

Undergrad student

School of Computing and Information, University of Pittsburgh (cs.pitt.edu)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Deep Learning

Present

Natural Language Processing

Present

Artifical Intelligence

Present

Publications

CauSciBench: Can LLMs Automate Causal Inference in Real-World Scientific Research?
Sawal Acharya, Terry Jingchen Zhang, Andrew Kim, Rahul Babu Shrestha, Xianlin Sun, Pepijn Cobben, Maximilian Mordig, Jacob T. Emmerson, Anahita Haghighat, Furkan Danisman, Yuen Chen, Clijo Jose, Andrei Ioan Muresanu, Justin Cui, Jiarui Liu, Yahang Qi, Punya Syon Pandey, Yinya Huang, Bernhard Schölkopf, Zhijing Jin
- ICML 2026 regular
- Readers: Everyone
CauSciBench: A Comprehensive Benchmark on End-to-End Causal Inference for Scientific Research
Sawal Acharya, Terry Jingchen Zhang, Andrew Kim, Anahita Haghighat, Sun Xianlin, Pepijn Cobben, Rahul Babu Shrestha, Maximilian Mordig, Jacob T. Emmerson, Furkan Danisman, Yuen Chen, Clijo Jose, Andrei Ioan Muresanu, Justin Cui, Jiarui Liu, Yahang Qi, Punya Syon Pandey, Yinya Huang, Bernhard Schölkopf, Mrinmaya Sachan et al. (1 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
Towards Automated Scoping of AI for Social Good Projects
Jacob Emmerson, Rayid Ghani, Zheyuan Ryan Shi
- CoRR 2025
- Readers: Everyone
A Multimodal Recaptioning Framework to Account for Perceptual Diversity in Multilingual Vision-Language Modeling
Kyle Buettner, Jacob Emmerson, Adriana Kovashka
- CoRR 2025
- Readers: Everyone

Co-Authors