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cs.CL2025
Multilingual Test-Time Scaling via Initial Thought Transfer
Prasoon Bajpai, Tanmoy Chakraborty
Test-time scaling has emerged as a widely adopted inference-time strategy for boosting reasoning performance. However, its effectiveness has been studied almost exclusively in Engl…
cs.CL2025
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacks
Amey Hengle, Prasoon Bajpai, Soham Dan +1
Existing multilingual long-context benchmarks, often based on the popular needle-in-a-haystack test, primarily evaluate a model's ability to locate specific information buried with…