| 2026 | ACL | From Naturalness to Norms: Interactional Cultural Competence for SpeechLMs. | T. Y. S. S. Santosh |
| 2026 | ACL | Position: From Noise to Signal to Selbstzweck - Reframing Human Label Variation in the Era of Post-training in NLP. | Shanshan Xu, T. Y. S. S. Santosh, Barbara Plank |
| 2025 | ACL | 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 |
| 2025 | ACL | Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP. | T. Y. S. S. Santosh, Irtiza Chowdhury |
| 2025 | ACL | ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling. | T. Y. S. S. Santosh, Mohamed Hesham Elganayni |
| 2025 | ACL | 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, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu |
| 2025 | ACL | LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases. | T. Y. S. S. Santosh, Elvin Quero Hernandez |
| 2025 | ACL | LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts. | T. Y. S. S. Santosh, Tuan-Quang Vuong |
| 2025 | ACL | LexCLiPR: Cross-Lingual Paragraph Retrieval from Legal Judgments. | Rohit Upadhya, T. Y. S. S. Santosh |
| 2025 | ACL | AQuAECHR: Attributed Question Answering for European Court of Human Rights. | Korbinian Q. Weidinger, T. Y. S. S. Santosh, Oana Ichim, Matthias Grabmair |
| 2025 | COLING | QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval. | T. Y. S. S. Santosh, Hassan Sarwat, Matthias Grabmair |
| 2025 | NAACL | CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization. | T. Y. S. S. Santosh, Youssef Farag, Matthias Grabmair |
| 2025 | NAACL | RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity. | T. Y. S. S. Santosh, Chen Jia, Patrick Goroncy, Matthias Grabmair |
| 2025 | NAACL | LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases. | T. Y. S. S. Santosh, Isaac Misael Olgun Nolasco, Matthias Grabmair |
| 2024 | ACL | A Tale of Two Revisions: Summarizing Changes Across Document Versions. | T. Y. S. S. Santosh, Natwar Modani, Apoorv Saxena |
| 2024 | ACL | ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks. | T. Y. S. S. Santosh, Tuan-Quang Vuong, Matthias Grabmair |
| 2024 | ACL | 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 |
| 2024 | COLING | LexAbSumm: Aspect-based Summarization of Legal Decisions. | T. Y. S. S. Santosh, Mahmoud Aly, Matthias Grabmair |
| 2024 | COLING | Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset. | T. Y. S. S. Santosh, Nina Baumgartner, Matthias Strmer, Matthias Grabmair, Joel Niklaus |
| 2024 | COLING | ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights. | T. Y. S. S. Santosh, Rashid Haddad, Matthias Grabmair |
| 2024 | COLING | Query-driven Relevant Paragraph Extraction from Legal Judgments. | T. Y. S. S. Santosh, Elvin Quero Hernandez, Matthias Grabmair |
| 2024 | COLING | Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents. | T. Y. S. S. Santosh, Hassan Sarwat, Ahmed Mohamed Abdelaal Abdou, Matthias Grabmair |
| 2024 | COLING | CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval. | T. Y. S. S. Santosh, Kristina Kaiser, Matthias Grabmair |
| 2024 | EMNLP | The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases. | T. Y. S. S. Santosh, Irtiza Chowdhury, Shanshan Xu, Matthias Grabmair |
| 2024 | EMNLP | Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases. | T. Y. S. S. Santosh, Mohamed Hesham Elganayni, Stanislaw Sjka, Matthias Grabmair |
| 2024 | EMNLP | HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents. | T. Y. S. S. Santosh, Apolline Isaia, Shiyu Hong, Matthias Grabmair |
| 2024 | NAACL | Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization. | T. Y. S. S. Santosh, Vatsal Venkatkrishna, Saptarshi Ghosh, Matthias Grabmair |
| 2023 | EACL | Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases. | T. Y. S. S. Santosh, Marcel Perez San Blas, Phillip Kemper, Matthias Grabmair |
| 2023 | EACL | 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 |
| 2023 | ECIR | Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents. | T. Y. S. S. Santosh, Philipp Bock, Matthias Grabmair |
| 2023 | EMNLP | 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 |
| 2023 | EMNLP | 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 |
| 2021 | PAKDD | Gazetteer-Guided Keyphrase Generation from Research Papers. | T. Y. S. S. Santosh, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, Partha Pratim Das |
| 2020 | COLING | SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers. | T. Y. S. S. Santosh, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, Partha Pratim Das |
| 2020 | SIGIR | MVL: Multi-View Learning for News Recommendation. | T. Y. S. S. Santosh, Avirup Saha, Niloy Ganguly |
| 2019 | COMAD | Hate Speech Detection in Hindi-English Code-Mixed Social Media Text. | T. Y. S. S. Santosh, K. V. S. Aravind |
| 2019 | COMAD | Can Siamese Networks help in stance detection? | T. Y. S. S. Santosh, Srijan Bansal, Avirup Saha |