Matthias Grabmair
33 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8)
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Cross-Pollinator
(8)
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Renaissance Researcher
(9)
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Taxonomy Completionist
(57)
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Keyword Champion
(5)
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Dynamic Duo
(21)
β
The Questioner
(2)
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Century Club
(33)
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Trend Setter
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Keyword Collector
(128)
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Prolific Year
(15)
Conferences
EMNLP (12)
ACL (7)
COLING (7)
NAACL (5)
EACL (2)
Top co-authors
Research topics
Keywords
large language model
(6)
text classification
(6)
domain adaptation
(5)
legal document
(5)
legal text
(4)
legal nlp
(4)
text generation
(4)
information retrieval
(4)
legal judgment prediction
(4)
case outcome classification
(4)
text summarization
(3)
question answering
(2)
prompt optimization
(2)
determinantal point process
(2)
retrieval-augmented generation
(2)
model calibration
(2)
curriculum learning
(2)
multi-task learning
(2)
semantic analysis
(2)
natural language processing
(2)
Papers
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
ACL 2025
GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization
ACL 2025
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law
ACL 2025
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval
COLING 2025
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases
NAACL 2025
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization
NAACL 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity
NAACL 2025
Risks and Limits of Automatic Consolidation of Statutes
EMNLP 2025
Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator
EMNLP 2025
AQuAECHR: Attributed Question Answering for European Court of Human Rights
ACL 2025
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification
ACL 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
ACL 2024
PrivaT5: A Generative Language Model for Privacy Policies
ACL 2024
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
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases
EMNLP 2024
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases
EMNLP 2024
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents
EMNLP 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English
EMNLP 2024
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
EMNLP 2024
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization
NAACL 2024
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification
EMNLP 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases
EACL 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
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts
EMNLP 2022
Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers
EMNLP 2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance
EMNLP 2022
Towards Inference-Oriented Reading Comprehension: ParallelQA
NAACL 2018