Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts. - Tokala Yaswanth Sri Sai Santosh; Shanshan Xu; Oana Ichim; Matthias Grabmair (EMNLP, 2022)

Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases. - T. Y. S. S. Santosh; Oana Ichim; Matthias Grabmair (EACL (Findings), 2023)

VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights. - Shanshan Xu; Leon Staufer; T. Y. S. S. Santosh; Oana Ichim; Corina Heri; Matthias Grabmair (EMNLP, 2023)

From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification. - Shanshan Xu; T. Y. S. S. Santosh; Oana Ichim; Isabella Risini; Barbara Plank; Matthias Grabmair (EMNLP, 2023)

Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification. - Shanshan Xu; T. Y. S. S. Santosh; Oana Ichim; Barbara Plank; Matthias Grabmair (ACL (1), 2024)

CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation. - T. Y. S. S. Santosh; Youssef Tarek Elkhayat; Oana Ichim; Pranav Shetty; Dongsheng Wang 005; Zhiqiang Ma; Armineh Nourbakhsh; Xiaomo Liu (ACL (1), 2025)

AQuAECHR: Attributed Question Answering for European Court of Human Rights. - Korbinian Q. Weidinger; T. Y. S. S. Santosh; Oana Ichim; Matthias Grabmair (ACL (Findings), 2025)

LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law. - T. Y. S. S. Santosh; Mahmoud Aly; Oana Ichim; Matthias Grabmair (CoRR, 2025)