Search Results for author: Jiheng Wei

Found 2 papers, 1 papers with code

Flows: Building Blocks of Reasoning and Collaborating AI

no code implementations2 Aug 2023 Martin Josifoski, Lars Klein, Maxime Peyrard, Yifei Li, Saibo Geng, Julian Paul Schnitzler, Yuxing Yao, Jiheng Wei, Debjit Paul, Robert West

For this purpose, we introduce the conceptual framework of Flows: a systematic approach to modeling complex interactions.

Prompt Engineering

Language Model Decoding as Likelihood-Utility Alignment

1 code implementation13 Oct 2022 Martin Josifoski, Maxime Peyrard, Frano Rajic, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West

Specifically, by analyzing the correlation between the likelihood and the utility of predictions across a diverse set of tasks, we provide empirical evidence supporting the proposed taxonomy and a set of principles to structure reasoning when choosing a decoding algorithm.

Language Modelling Text Generation

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