Papers by Elena Mikhalkova
Russian Jeopardy! Data Set for Question-Answering Systems (2022.lrec-1)
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| Challenge: | Question answering is one of the most common tasks in natural language processing . open-domain questions cover a wide range of topics and do not necessarily come in form of an actual question. |
| Approach: | They describe a Russian question-like question set collected from the Russian analogue of Jeopardy! They observe its linguistic features and the related QA-task. |
| Outcome: | The proposed data set includes 379,284 quiz-like questions with 29,375 from the Russian analogue of Jeopardy! |
Modelling Narrative Elements in a Short Story: A Study on Annotation Schemes and Guidelines (2020.lrec-1)
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| Challenge: | Text-processing algorithms that annotate main components of a story are in great need of corpora and well-agreed annotation schemes. |
| Approach: | They propose a model that generalizes a narrative structure in the form of world building elements (characters, time and space) and text worlds themselves and switches between them. |
| Outcome: | The proposed model can be used for annotating narratives in corpora of literary texts, criminal evidence, teaching materials, quests, etc. |