Saibo Geng

According to our database, Saibo Geng authored at least 10 papers between 2021 and 2025.

Collaborative distances:

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

2025

TRPrompt: Bootstrapping Query-Aware Prompt Optimization from Textual Rewards.

Andreea Nica, Ivan Zakazov, Nicolas Mario Baldwin, Saibo Geng, Robert West

CoRR, July, 2025

zip2zip: Inference-Time Adaptive Vocabularies for Language Models via Token Compression.

Saibo Geng, Nathan Ranchin, Yunzhen Yao, Maxime Peyrard, Chris Wendler, Michael Gastpar, Robert West

CoRR, June, 2025

Generating Structured Outputs from Language Models: Benchmark and Studies.

Saibo Geng, Hudson Cooper, Michal Moskal, Samuel Jenkins, Julian Berman, Nathan Ranchin, Robert West, Eric Horvitz, Harsha Nori

CoRR, January, 2025

zip2zip: Inference-Time Adaptive Tokenization via Online Compression.

Saibo Geng, Nathan Ranchin, Yunzhen Yao, Maxime Peyrard, Chris Wendler, Michael Gastpar, Robert West

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Byte BPE Tokenization as an Inverse string Homomorphism.

Saibo Geng, Sankalp Gambhir, Chris Wendler, Robert West

CoRR, 2024

Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access.

Saibo Geng, Berkay Döner, Chris Wendler, Martin Josifoski, Robert West

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2024

2023

Flows: Building Blocks of Reasoning and Collaborating AI.

Martin Josifoski, Lars Henning Klein, Maxime Peyrard, Yifei Li, Saibo Geng, Julian Paul Schnitzler, Yuxing Yao, Jiheng Wei, Debjit Paul, Robert West

CoRR, 2023

Flexible Grammar-Based Constrained Decoding for Language Models.

Saibo Geng, Martin Josifosky, Maxime Peyrard, Robert West

CoRR, 2023

Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning.

Saibo Geng, Martin Josifoski, Maxime Peyrard, Robert West

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2021

Legal Transformer Models May Not Always Help.

Saibo Geng, Rémi Lebret, Karl Aberer

CoRR, 2021