What is recorded here?
Document-grounding benchmark filters unhelpful responses before multi-judge support assessment; the later FACTS suite adds multimodal, parametric and standardized-search dimensions plus revised grounding judges.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
One evolving evaluation family with source-specific dates/bylines, not four additional inventions. Source grounding is not all-world truth, and benchmarks do not certify safety or universal reliability. Search access and judge protocols matter; original and revised grounding scores are not interchangeable.
Read the original work
- The FACTS Grounding Leaderboard: Benchmarking LLMs' Ability to Ground Responses to Long-Form Input
- The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality
- FACTS Grounding: A new benchmark for evaluating the factuality of large language models
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Alon Jacovi; Andrew Wang; Chris Alberti; Connie Tao; Jon Lipovetz; Kate Olszewska; Lukas Haas; Michelle Liu; Nate Keating; Adam Bloniarz; Carl Saroufim; Corey Fry; Dror Marcus; Doron Kukliansky; Gaurav Singh Tomar; James Swirhun; Jinwei Xing; Lily Wang; Madhu Gurumurthy; Michael Aaron; Moran Ambar; Rachana Fellinger; Rui Wang; Zizhao Zhang; Sasha Goldshtein; Dipanjan Das; Aileen Cheng; Amir Globerson; Ben Golan; Charles Kwong; Eyal Ben-David; Yonatan Bitton; Aijun Bai; Anfal Siddiqui; Aravindan Raghuveer; Arturo Bajuelos Castillo; Aviel Atias; Chang Liu; Daniel Balle; Deepanway Ghosal; Elena Gribovskaya; Eran Ofek; Honglei Zhuang; Itay Laish; Jan Ackermann; Meg Risdal; Megan Barnes; Michael Fink; Mohamed Amin; Natan Potikha; Nikita Gupta; Nitzan Katz; Noam Velan; Ofir Roval; Ori Ram; Polina Zablotskaia; Prathamesh Bang; Priyanka Agrawal; Rakesh Ghiya; Sanjay Ganapathy; Simon Baumgartner; Sofia Erell; Sushant Prakash; Thibault Sellam; Vikram Rao; Xuanhui Wang; Yaroslav Akulov; Yulong Yang; Zhen Yang; Zhixin Lai; Zhongru Wu; Anca Dragan; Avinatan Hassidim; Fernando Pereira; Slav Petrov; Srinivasan Venkatachary; Tulsee Doshi; Yossi Matias
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Research locations and affiliations
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This record has no published, source-supported geographic mapping yet. Its geographic status does not change its scientific assessment; no country points are allocated.
English catalogue narrative
The FACTS Grounding Leaderboard: Benchmarking LLMs' Ability to Ground Responses to Long-Form Input
Document-grounding benchmark filters unhelpful responses before multi-judge support assessment; the later FACTS suite adds multimodal, parametric and standardized-search dimensions plus revised grounding judges.
Scientific scope
One evolving evaluation family with source-specific dates/bylines, not four additional inventions. Source grounding is not all-world truth, and benchmarks do not certify safety or universal reliability. Search access and judge protocols matter; original and revised grounding scores are not interchangeable.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Alon Jacovi; Andrew Wang; Chris Alberti; Connie Tao; Jon Lipovetz; Kate Olszewska; Lukas Haas; Michelle Liu; Nate Keating; Adam Bloniarz; Carl Saroufim; Corey Fry; Dror Marcus; Doron Kukliansky; Gaurav Singh Tomar; James Swirhun; Jinwei Xing; Lily Wang; Madhu Gurumurthy; Michael Aaron; Moran Ambar; Rachana Fellinger; Rui Wang; Zizhao Zhang; Sasha Goldshtein; Dipanjan Das; Aileen Cheng; Amir Globerson; Ben Golan; Charles Kwong; Eyal Ben-David; Yonatan Bitton; Aijun Bai; Anfal Siddiqui; Aravindan Raghuveer; Arturo Bajuelos Castillo; Aviel Atias; Chang Liu; Daniel Balle; Deepanway Ghosal; Elena Gribovskaya; Eran Ofek; Honglei Zhuang; Itay Laish; Jan Ackermann; Meg Risdal; Megan Barnes; Michael Fink; Mohamed Amin; Natan Potikha; Nikita Gupta; Nitzan Katz; Noam Velan; Ofir Roval; Ori Ram; Polina Zablotskaia; Prathamesh Bang; Priyanka Agrawal; Rakesh Ghiya; Sanjay Ganapathy; Simon Baumgartner; Sofia Erell; Sushant Prakash; Thibault Sellam; Vikram Rao; Xuanhui Wang; Yaroslav Akulov; Yulong Yang; Zhen Yang; Zhixin Lai; Zhongru Wu; Anca Dragan; Avinatan Hassidim; Fernando Pereira; Slav Petrov; Srinivasan Venkatachary; Tulsee Doshi; Yossi Matias
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.