Tom Klein

Title: Innovations of Tom Klein in Language Model Technology

Introduction

Tom Klein is an innovative inventor based in Petah Tikva, Israel. He has made significant contributions to the field of language models, particularly in the area of combinatorial retrieval for matching tasks. His work is characterized by a focus on enhancing the efficiency and effectiveness of language models in complex matching scenarios.

Latest Patents

Tom Klein holds a patent for a method titled "Large language model ensemble for combinatorial retrieval in one-to-many matching tasks." This invention addresses the challenge of executing a matching language model when the number of tokens exceeds the model's token limit. The method involves reducing the number of tokens through a rule-based application, which outputs a data subset with fewer entries. Subsequently, a sorting language model is applied to evaluate candidate matching sets against a target entry. The final output is a selected matching set that effectively matches the target entry.

Career Highlights

Tom Klein is currently employed at Intuit, Inc., where he continues to develop innovative solutions in language processing. His expertise in language models has positioned him as a valuable asset to his team and the company.

Collaborations

Tom collaborates with Shon Mendelson, working together to push the boundaries of language model technology and its applications.

Conclusion

Tom Klein's contributions to language model technology exemplify the innovative spirit of modern inventors. His patent and ongoing work at Intuit, Inc. highlight the importance of advancements in this field.