no code implementations • 18 Feb 2024 • Koren Lazar, Matan Vetzler, Guy Uziel, David Boaz, Esther Goldbraich, David Amid, Ateret Anaby-Tavor
By creating a standardized format for numerous APIs, SpeCrawler aids in streamlining integration processes within API orchestrating systems and facilitating the incorporation of tools into LLMs.
1 code implementation • 22 Oct 2023 • Uri Katz, Matan Vetzler, Amir DN Cohen, Yoav Goldberg
The third, and most challenging, is the move from the recognition setup to a novel retrieval setup, where the query is a zero-shot entity type, and the expected result is all the sentences from a large, pre-indexed corpus that contain entities of these types, and their corresponding spans.
no code implementations • 28 May 2023 • Ella Rabinovich, Matan Vetzler, Samuel Ackerman, Ateret Anaby-Tavor
Data drift is the change in model input data that is one of the key factors leading to machine learning models performance degradation over time.
no code implementations • 2 Mar 2023 • Asaf Yehudai, Matan Vetzler, Yosi Mass, Koren Lazar, Doron Cohen, Boaz Carmeli
Intent detection with semantically similar fine-grained intents is a challenging task.
no code implementations • 11 Apr 2022 • Ella Rabinovich, Matan Vetzler, David Boaz, Vineet Kumar, Gaurav Pandey, Ateret Anaby-Tavor
The rapidly growing market demand for automatic dialogue agents capable of goal-oriented behavior has caused many tech-industry leaders to invest considerable efforts into task-oriented dialog systems.