אנשים
-
אבי-יצחק בנימין (בני)
In Memoriam: Benjamin Avi-Itzhak (1933–2017) Professor Emeritus Benjamin Avi-Itzhak—or Benny, as we knew him—was born in Jerusalem in 1933 and passed away in November 2017. Benny obtained a BSc degree in Mechanical Engineering in 1955, an additional BSc in Industrial Engineering and Management (IE&M) in 1960, an MSc in Operations Research also in 1960, and… Continue Reading אבי-יצחק בנימין (בני)
-
רוזנשטיין אליעזר
Eliezer Rosenstein was born in Israel (Palestine), was married to Yehudit and had one son. As a young man he participated in youth movement activities and in the Hagana, and fought during the War of Independence in the Gallil. After completing his B.A. studies he served as personal secretary to the Minister of Education, and… Continue Reading רוזנשטיין אליעזר
-
-
-
-
-
-
עמודים
seminars
-
Predicting the Performance of Retrieval Augmented Generation
Abstract: Retrieval-augmented generation (RAG) enhances large language models (LLMs) by integrating external knowledge, yet the inclusion of irrelevant or distracting retrieved content can degrade text generation quality. This study focuses on the core task of text completion using LLMs with in-context learning, leveraging both traditional and novel query performance prediction methods to anticipate and improve… Continue Reading Predicting the Performance of Retrieval Augmented Generation