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Neurjudge: A circumstance-aware neural framework for legal judgment prediction
Legal Judgment Prediction is a fundamental task in legal intelligence of the civil law system,
which aims to automatically predict the judgment results of multiple subtasks, such as …
which aims to automatically predict the judgment results of multiple subtasks, such as …
Unsupervised law article mining based on deep pre-trained language representation models with application to the Italian civil code
Modeling law search and retrieval as prediction problems has recently emerged as a
predominant approach in law intelligence. Focusing on the law article retrieval task, we …
predominant approach in law intelligence. Focusing on the law article retrieval task, we …
A circumstance-aware neural framework for explainable legal judgment prediction
Massive legal documents have promoted the application of legal intelligence. Among them,
Legal Judgment Prediction (LJP) has emerged as a critical task, garnering significant …
Legal Judgment Prediction (LJP) has emerged as a critical task, garnering significant …
Topology-aware multi-task learning framework for civil case judgment prediction
The civil case judgment prediction (CCJP) task involves automatically determining whether
the plea of a plaintiff should be supported by analyzing the given civil case materials …
the plea of a plaintiff should be supported by analyzing the given civil case materials …
Selective amnesia: On efficient, high-fidelity and blind suppression of backdoor effects in trojaned machine learning models
The extensive applications of deep neural network (DNN) and its increasingly complicated
architecture and supply chain make the risk of backdoor attacks more realistic than ever. In …
architecture and supply chain make the risk of backdoor attacks more realistic than ever. In …
Legal summarization for multi-role debate dialogue via controversy focus mining and multi-task learning
Multi-role court debate is a critical component in a civil trial where parties from different
camps (plaintiff, defendant, witness, judge, etc.) actively involved. Unlike other types of …
camps (plaintiff, defendant, witness, judge, etc.) actively involved. Unlike other types of …
A study on legal judgment prediction using deep learning techniques
P Madambakam, S Rajmohan - 2022 IEEE Silchar Subsection …, 2022 - ieeexplore.ieee.org
Legal Judgment Prediction (LJP) involves examining the given input case document and
recommending the judgment prediction such as applicable law sections, charges, and …
recommending the judgment prediction such as applicable law sections, charges, and …
Circumstances enhanced criminal court view generation
Criminal Court View Generation is an essential task in legal intelligence, which aims to
automatically generate sentences interpreting judgment results. The court view could be …
automatically generate sentences interpreting judgment results. The court view could be …
Data-centric machine learning: Improving model performance and understanding through dataset analysis
Abstract Machine learning research typically starts with a fixed data set created early in the
process. The focus of the experiments is finding a model and training procedure that result in …
process. The focus of the experiments is finding a model and training procedure that result in …
JusticeAI: A Large Language Models Inspired Collaborative & Cross-Domain Multimodal System for Automatic Judicial Rulings in Smart Courts
There has been a significant amount of attention in recent years toward the utilization of
artificial intelligence (AI) in the realm of legal decision-making. This growing pattern reveals …
artificial intelligence (AI) in the realm of legal decision-making. This growing pattern reveals …