What is recorded here?
Built synthetic tasks with controllable sequence length and complexity, extending needle retrieval to multiple items, multi-hop tracing, aggregation and question answering.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Reported effective context sizes depend on these tasks and the chosen success threshold. Synthetic proxy performance is not a universal usable-context guarantee or a measure of every long-document skill. Original first two authors share contribution.
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People and systems
Cheng-Ping Hsieh; Simeng Sun; Samuel Kriman; Shantanu Acharya; Dima Rekesh; Fei Jia; Boris Ginsburg
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.
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English catalogue narrative
RULER: configurable tests beyond single-needle retrieval
Built synthetic tasks with controllable sequence length and complexity, extending needle retrieval to multiple items, multi-hop tracing, aggregation and question answering.
Scientific scope
Reported effective context sizes depend on these tasks and the chosen success threshold. Synthetic proxy performance is not a universal usable-context guarantee or a measure of every long-document skill. Original first two authors share contribution.
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
Cheng-Ping Hsieh; Simeng Sun; Samuel Kriman; Shantanu Acharya; Dima Rekesh; Fei Jia; Boris Ginsburg
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.