Identifying Contradicted Findings in ACL Anthology Papers
Annotating and building a dataset to identify contradictions among NLP papers on the same topic, with model training and evaluation.
Portfolio
Evaluating MGT Detector Bias: Native vs Non-Native English Authors
Investigating whether machine-generated text detectors exhibit systematic bias against non-native English speakers in scientific writing.
Endi-QM: Energy Efficiency via Intelligent In-Process Quality Monitoring
Applying deep learning and reinforcement learning to industrial sensor data for product quality prediction and machine parameter optimization.
RAG for Implicit Relation Detection Between Texts (M.Sc. Thesis)
A Retrieval-Augmented Generation framework to automate detection of implicit textual links, developed as M.Sc. thesis at UKP Lab.