Search Results for author: Matan Vetzler

Found 5 papers, 1 papers with code

SpeCrawler: Generating OpenAPI Specifications from API Documentation Using Large Language Models

no code implementations18 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.

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

1 code implementation22 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.

named-entity-recognition Named Entity Recognition +3

Reliable and Interpretable Drift Detection in Streams of Short Texts

no code implementations28 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.

Change Point Detection intent-classification +1

Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems

no code implementations11 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.

Attribute Goal-Oriented Dialog

Cannot find the paper you are looking for? You can Submit a new open access paper.