Santosh T.y.s.s
33 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Machine Learning
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domain adaptation
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large language model
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text summarization
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retrieval-augmented generation
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case outcome classification
(4)
legal nlp
(4)
natural language processing
(3)
legal judgment prediction
(3)
text generation
(3)
text classification
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hallucination mitigation
(3)
legal language model
(2)
model calibration
(2)
temporal generalization
(2)
legal text
(2)
legal document
(2)
legal text generation
(2)
zero-shot learning
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multi-label classification
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determinantal point process
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Papers
From Naturalness to Norms: Interactional Cultural Competence for SpeechLMs
ACL 2026
AQuAECHR: Attributed Question Answering for European Court of Human Rights
ACL 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
ACL 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation
ACL 2025
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization
NAACL 2025
Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP
ACL 2025
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases
NAACL 2025
LexCLiPR: Cross-Lingual Paragraph Retrieval from Legal Judgments
ACL 2025
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law
ACL 2025
LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases
ACL 2025
LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts
ACL 2025
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling
ACL 2025
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval
COLING 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity
NAACL 2025
A Tale of Two Revisions: Summarizing Changes Across Document Versions
ACL 2024
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization
NAACL 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
ACL 2024
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents
EMNLP 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases
EMNLP 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English
EMNLP 2024
PrivaT5: A Generative Language Model for Privacy Policies
ACL 2024
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases
EMNLP 2024
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification
ACL 2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
EMNLP 2024
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification
EMNLP 2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases
EACL 2023
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights
EMNLP 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases
EACL 2023
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts
EMNLP 2022
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers
COLING 2020
AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification
NAACL 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs
EMNLP 2019
Deep Learning for Social Media Health Text Classification
EMNLP 2018