Ollie Liu

According to our database, Ollie Liu authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring.

Ollie Liu, Sami Jaghouar, Johannes Hagemann, Shangshang Wang, Jason Wiemels, Jeff Kaufman, Willie Neiswanger

CoRR, January, 2025

2024

Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions.

Jiarui Zhang, Ollie Liu, Tianyu Yu, Jinyi Hu, Willie Neiswanger

CoRR, 2024

Game-theoretic LLM: Agent Workflow for Negotiation Games.

Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang

CoRR, 2024

MatViX: Multimodal Information Extraction from Visually Rich Articles.

Ghazal Khalighinejad, Sharon Scott, Ollie Liu, Kelly L. Anderson, Rickard Stureborg, Aman Tyagi, Bhuwan Dhingra

CoRR, 2024

IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations.

Deqing Fu, Ghazal Khalighinejad, Ollie Liu, Bhuwan Dhingra, Dani Yogatama, Robin Jia, Willie Neiswanger

CoRR, 2024

DeLLMa: A Framework for Decision Making Under Uncertainty with Large Language Models.

Ollie Liu, Deqing Fu, Dani Yogatama, Willie Neiswanger

CoRR, 2024

On Retrieval Augmentation and the Limitations of Language Model Training.

Ting-Rui Chiang, Xinyan Yu, Joshua Robinson, Ollie Liu, Isabelle Lee, Dani Yogatama

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Interpretable Diffusion via Information Decomposition.

Xianghao Kong, Ollie Liu, Han Li, Dani Yogatama, Greg Ver Steeg

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model.

Michael Hanna, Ollie Liu, Alexandre Variengien

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Approximating CKY with Transformers.

Ghazal Khalighinejad, Ollie Liu, Sam Wiseman

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023