Maryna Chernyshevich
2025
Core Intelligence at SemEval-2025 Task 8: Multi-hop LLM Agent for Tabular Question Answering
Maryna Chernyshevich
Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025)
Maryna Chernyshevich
Proceedings of the 19th International Workshop on Semantic Evaluation (SemEval-2025)
This paper describes a multi-hop LLM agent for tabular question answering developed for SemEval-2025 Task 8 and ranked 6th with 87% accuracy. Our approach combines proprietary LLM (ChatGPT-3.5-turbo) for code generation and open source LLM (Llama-3.2-3B) for answer validation.
2016
IHS-RD-Belarus at SemEval-2016 Task 1: Multistage Approach for Measuring Semantic Similarity
Maryna Beliuha | Maryna Chernyshevich
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
Maryna Beliuha | Maryna Chernyshevich
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
IHS-RD-Belarus at SemEval-2016 Task 5: Detecting Sentiment Polarity Using the Heatmap of Sentence
Maryna Chernyshevich
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
Maryna Chernyshevich
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)
2015
IHS-RD-Belarus: Identification and Normalization of Disorder Concepts in Clinical Notes
Maryna Chernyshevich | Vadim Stankevitch
Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
Maryna Chernyshevich | Vadim Stankevitch
Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)