Papers by Maria Volina
RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context (2025.acl-srw)
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| Challenge: | a new context understanding benchmark is proposed for short-context understanding in Russian . the benchmarks focus on broad reasoning tasks or long-concept comprehension, but are limited in their ability to perceive subtle nuances of context. |
| Approach: | They propose a new benchmark for evaluating short-context understanding in Russian . they propose to use four tasks to assess model performance from a specific perspective . |
| Outcome: | The proposed benchmark is adapted to Russian-language data. |