Santosh T.y.s.s.

6 papers · 2024–2024 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) ⚡ Prolific Year · Productive

Venues

COLING (6)

Top co-authors

Matthias Grabmair (6) Joel Niklaus (1) Elvin A. Quero Hernandez (1) Hassan Sarwat (1) Matthias Stürmer (1) Kristina Kaiser (1) Nina Baumgartner (1) Mahmoud Aly (1) Ahmed Mohamed Abdelaal Abdou (1) Rashid Haddad (1)

Research topics

Natural Language Processing (5) Machine Learning (4) Application Areas (3) Applications (3) Artificial Intelligence (1) Core AI (1) Generation (1) Learning Types (1) Understanding (1)

Keywords

information retrieval (2) legal document (2) domain adaptation (1) text classification (1) curriculum learning (1) semantic analysis (1) dense retrieval (1) negative sampling (1) abstractive summarization (1) legal text (1) long document (1) rhetorical role labeling (1) aspect-based summarization (1) lexical retrieval (1) legal judgment prediction (1) prototypical learning (1) statutory article retrieval (1) legal information retrieval (1) prior case retrieval (1) paragraph extraction (1)

Papers

CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval COLING 2024 ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights COLING 2024 LexAbSumm: Aspect-based Summarization of Legal Decisions COLING 2024 Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents COLING 2024 Query-driven Relevant Paragraph Extraction from Legal Judgments COLING 2024 Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset COLING 2024