Sotabase

Career

· Machine Learning Engineering Intern, Adobe2025–2025
· PhD Student, Columbia University2023–
· Research Engineering Intern, Raia Health2023–2023
· Research Intern, Affective Computing Group, University of Southern California2022–2022
· MS in Computer Science, Stanford University2021–2023
· Intern, Amazon Robotics2020–2020
· BS in Computer Science, Georgia Institute of Technology2017–2020

Publications (20)

Automatic Story Generation: Challenges and Attempts
NUSE · 2021
62
cited
Growing 3D Artefacts and Functional Machines with Neural Cellular Automata
IEEE Symposium on Artificial Life · 2021
55
cited
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference
Conference on Empirical Methods in Natural Language Processing · 2022
43
cited
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning
Conference on Empirical Methods in Natural Language Processing · 2021
40
cited
Fabrication and Analysis of a Novel 3 DOF Parallel Wrist Mechanism
1995
37
cited
PAPILLON: PrivAcy Preservation from Internet-based and Local Language MOdel ENsembles
North American Chapter of the Association for Computational Linguistics · 2024
33
cited
Reducing Non-Normative Text Generation from Language Models
International Conference on Natural Language Generation · 2020
32
cited
A Deep Neural Network for Modeling Music
International Conference on Multimedia Retrieval · 2015
17
cited
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds
Conference on Empirical Methods in Natural Language Processing · 2022
16
cited
Adaptable Human Intention and Trajectory Prediction for Human-Robot Collaboration
arXiv.org · 2019
14
cited
When can I Speak? Predicting initiation points for spoken dialogue agents
SIGDIAL Conferences · 2022
10
cited
EDEN: Empathetic Dialogues for English learning
Conference on Empirical Methods in Natural Language Processing · 2024
9
cited
Fine-Tuning a Transformer-Based Language Model to Avoid Generating Non-Normative Text
arXiv.org · 2020
8
cited
Hyper-redundant planar manipulators: motion planning with discrete modal summation procedure
Proceedings of the 1994 IEEE International Conference on Robotics and Automation · 1994
8
cited
Using Adaptive Empathetic Responses for Teaching English
Workshop on Innovative Use of NLP for Building Educational Applications · 2024
7
cited
Dialogue Distillery: Crafting Interpolable, Interpretable, and Introspectable Dialogue from LLMs
2023
5
cited
A Model of the Human Spine: Forward and Inverse Kinematics
1992
Benchmarking and Improving Generator-Validator Consistency of Language Models
International Conference on Learning Representations · 2024
N EWS 2D IAL : News to Dialogue Utterance
2023
RDF Triple-Text-Story: A Integrated Workflow for Controllable Short Story Generation
2023
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Siyan Li | Researcher Profile | Sotabase | Sotabase