Shanshan Xu
9 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (24) π Conference Polyglot (2) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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Hot Topic Early Bird
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The Questioner
Conferences
EMNLP (7)
ACL (2)
Top co-authors
Keywords
legal nlp
(3)
case outcome classification
(2)
text classification
(2)
model calibration
(2)
responsible ai
(1)
extractive summarization
(1)
domain adaptation
(1)
training datum
(1)
explainable ai
(1)
adversarial training
(1)
confidence calibration
(1)
model interpretability
(1)
model alignment
(1)
selective prediction
(1)
adversarial attack
(1)
monte carlo tree search
(1)
copyright protection
(1)
prompt optimization
(1)
multi-label classification
(1)
natural language processing
(1)
Papers
Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator
EMNLP 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
ACL 2025
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification
ACL 2024
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification - An Empirical Study on European Court of Human Rights Cases
EMNLP 2024
From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification
EMNLP 2023
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights
EMNLP 2023
Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers
EMNLP 2022
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts
EMNLP 2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance
EMNLP 2022