Grabmair, Matthias
- ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
2024/05/23 by T. Y. S. S Santosh, Tuan-Quang Vuong, Santosh, T. Y. S. S +3 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- LexAbSumm: Aspect-based Summarization of Legal Decisions
2024/03/31 by T. Y. S. S Santosh, Santosh, T. Y. S. S, Mahmoud Aly +3 · 2 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
- LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English
2024/10/12 by T. Y. S. S Santosh, Cornelius Weiß, Santosh, T. Y. S. S. +3 · 3 citations
Social Sciences · Computer Science · #Artificial Intelligence in Law #Natural Language Processing Techniques #Legal Language and Interpretation
- Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents
2024/03/31 by Santosh, T. Y. S. S, Sarwat, Hassan, Abdou, Ahmed +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases
2024/09/27 by T. Y. S. S Santosh, Santosh, T. Y. S. S., Mohamed Hesham Elganayni +5 · 3 citations
Social Sciences · #Computation and Language (cs.CL) #European Criminal Justice and Data Protection #European and International Law Studies #FOS: Computer and information sciences #Judicial and Constitutional Studies
- Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization
2024/03/28 by T. Y. S. S Santosh, Santosh, T. Y. S. S, Vatsal Venkatkrishna +5 · 2 citations
Business, Management and Accounting · Social Sciences · #Computation and Language (cs.CL) #Conflict of Laws and Jurisdiction #Dispute Resolution and Class Actions #European and International Law Studies #FOS: Computer and information sciences
- From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification
2023/10/18 by Shanshan Xu, Santosh T.y.s.s, Xu, Shanshan +9 · 2 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts
2022/10/25 by Santosh, T. Y. S. S, Xu, Shanshan, Ichim, Oana +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases
2023/02/01 by Santosh, T. Y. S. S, Blas, Marcel Perez San, Kemper, Phillip +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification
2024/02/11 by Shanshan Xu, T. Y. S. S Santosh, Xu, Shanshan +7 · 2 citations
Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Judicial and Constitutional Studies
- CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization
2025/01/23 by Santosh, T. Y. S. S., Farag, Youssef, Grabmair, Matthias · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
2025/02/25 by Shanshan Xu, Xu, Shanshan, T. Y. S. S Santosh +9 · 1 voice · 2 citations
#cs.CL
- RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity
2025/01/23 by T. Y. S. S Santosh, Jia Chen, Santosh, T. Y. S. S. +5 · 2 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Query-driven Relevant Paragraph Extraction from Legal Judgments
2024/03/31 by T. Y. S. S Santosh, Santosh, T. Y. S. S, Elvin Quero Hernandez +3 · 1 citation
Social Sciences · Computer Science · #Artificial Intelligence in Law #Natural Language Processing Techniques #Topic Modeling
- Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers
2022/11/28 by Shanshan Xu, Irina Broda, Xu, Shanshan +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Spam and Phishing Detection
- Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset
2024/02/26 by S, Santosh T. Y. S., Baumgartner, Nina, Stürmer, Matthias +2 · 1 citation
#68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG)
- LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law
2025/03/05 by Santosh, T. Y. S. S, Aly, Mahmoud, Ichim, Oana +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences