Search Results for author: Yosi Mass

Found 14 papers, 1 papers with code

Ad-hoc Document Retrieval using Weak-Supervision with BERT and GPT2

no code implementations EMNLP 2020 Yosi Mass, Haggai Roitman

We describe a weakly-supervised method for training deep learning models for the task of ad-hoc document retrieval.

Information Retrieval Retrieval

Genie: Achieving Human Parity in Content-Grounded Datasets Generation

no code implementations25 Jan 2024 Asaf Yehudai, Boaz Carmeli, Yosi Mass, Ofir Arviv, Nathaniel Mills, Assaf Toledo, Eyal Shnarch, Leshem Choshen

Furthermore, we compare models trained on our data with models trained on human-written data -- ELI5 and ASQA for LFQA and CNN-DailyMail for Summarization.

Long Form Question Answering

A Study of BERT for Non-Factoid Question-Answering under Passage Length Constraints

no code implementations19 Aug 2019 Yosi Mass, Haggai Roitman, Shai Erera, Or Rivlin, Bar Weiner, David Konopnicki

We study the use of BERT for non-factoid question-answering, focusing on the passage re-ranking task under varying passage lengths.

Learning-To-Rank Passage Re-Ranking +2

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