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A survey on legal judgment prediction: Datasets, metrics, models and challenges
Legal judgment prediction (LJP) applies Natural Language Processing (NLP) techniques to
predict judgment results based on fact descriptions automatically. The present work …
predict judgment results based on fact descriptions automatically. The present work …
Legalbench: A collaboratively built benchmark for measuring legal reasoning in large language models
The advent of large language models (LLMs) and their adoption by the legal community has
given rise to the question: what types of legal reasoning can LLMs perform? To enable …
given rise to the question: what types of legal reasoning can LLMs perform? To enable …
[PDF][PDF] Legal Judgment Prediction: A Survey of the State of the Art.
Automatic legal judgment prediction (LJP) has recently received increasing attention in the
natural language processing community in part because of its practical values as well as the …
natural language processing community in part because of its practical values as well as the …
How does NLP benefit legal system: A summary of legal artificial intelligence
Legal Artificial Intelligence (LegalAI) focuses on applying the technology of artificial
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …
intelligence, especially natural language processing, to benefit tasks in the legal domain. In …
Neural legal judgment prediction in English
Legal judgment prediction is the task of automatically predicting the outcome of a court case,
given a text describing the case's facts. Previous work on using neural models for this task …
given a text describing the case's facts. Previous work on using neural models for this task …
[HTML][HTML] Lawformer: A pre-trained language model for chinese legal long documents
Legal artificial intelligence (LegalAI) aims to benefit legal systems with the technology of
artificial intelligence, especially natural language processing (NLP). Recently, inspired by …
artificial intelligence, especially natural language processing (NLP). Recently, inspired by …
Legal judgment prediction via topological learning
Abstract Legal Judgment Prediction (LJP) aims to predict the judgment result based on the
facts of a case and becomes a promising application of artificial intelligence techniques in …
facts of a case and becomes a promising application of artificial intelligence techniques in …
Lawyer llama technical report
Large Language Models (LLMs), like LLaMA, have exhibited remarkable performance
across various tasks. Nevertheless, when deployed to specific domains such as law or …
across various tasks. Nevertheless, when deployed to specific domains such as law or …
ILDC for CJPE: Indian legal documents corpus for court judgment prediction and explanation
An automated system that could assist a judge in predicting the outcome of a case would
help expedite the judicial process. For such a system to be practically useful, predictions by …
help expedite the judicial process. For such a system to be practically useful, predictions by …
Contrastive learning for legal judgment prediction
Legal judgment prediction (LJP) is a fundamental task of legal artificial intelligence. It aims to
automatically predict the judgment results of legal cases. Three typical subtasks are relevant …
automatically predict the judgment results of legal cases. Three typical subtasks are relevant …