Papers by Artem Bobrov
DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information (2024.acl-demos)
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| Challenge: | Drug safety research is crucial for maintaining public health, but resources available to the public are limited. |
| Approach: | They propose an easy-to-use and interactive multi-source information visualisation platform for drug safety study. |
| Outcome: | The proposed platform provides a one-stop information analysis, retrieval, and annotation service. |
LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop (2025.emnlp-demos)
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| Challenge: | Existing systems that provide personalised, curriculum-aligned feedback are time-intensive and time-consuming. |
| Approach: | They propose a modular, LLM-based system that generates personalised, curriculum-aligned feedback in science education. |
| Outcome: | The proposed system generates personalised, curriculum-aligned feedback in science education. |
AERA Chat: An Interactive Platform for Automated Explainable Student Answer Assessment (2025.emnlp-demos)
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| Challenge: | Existing systems that use pretrained language models to score student answers are noisy and unreliable. |
| Approach: | They propose a visualization platform for automated student answer assessment that leverages multiple LLMs to generate rationales. |
| Outcome: | The proposed platform enables educators to mark tasks and researchers to evaluate rationale quality from different models. |