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02/13/2023
Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents
Segmentation and Rhetorical Role Labeling of legal judgements play a cru...
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02/01/2023
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases
We report on an experiment in case outcome classification on European Co...
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02/01/2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases
In this paper, we cast Legal Judgment Prediction on European Court of Hu...
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11/28/2022
Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers
Recent work has demonstrated that natural language processing techniques...
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10/25/2022
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts
This work demonstrates that Legal Judgement Prediction systems without e...
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10/22/2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance
Summarizing legal decisions requires the expertise of law practitioners,...
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12/15/2021
Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domains
In this paper, we examine the use of multi-lingual sentence embeddings t...
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06/20/2021
Context-Aware Legal Citation Recommendation using Deep Learning
Lawyers and judges spend a large amount of time researching the proper l...
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06/28/2019
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks
Pre-trained word embeddings are the primary method for transfer learning...
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03/17/2019
Question Answering via Web Extracted Tables and Pipelined Models
In this paper, we describe a dataset and baseline result for a question ...
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05/10/2018