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CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering

International Conference on Case-Based Reasoning
Retrieval-Augmented Generation (RAG) enhances Large Language Model (LLM) output by providing prior knowledge as context to input. This is beneficial for knowledge-intensive and expert reliant tasks, including legal question-answering, which require ...
N. Wiratunga   +8 more
semanticscholar   +1 more source

CBR in Medicine

1998
Medicine differs from other knowledge domains by the interaction of research and practice. The objects are the patients - very complex organisms with high biological variance and a lot of interactive vital processes. The knowledge of these processes and their interactions is often weak. It mostly depends on a high number of sometimes even contradicting
Lothar Gierl   +2 more
openaire   +1 more source

CBR for SmartHouse Technology

2004
SMART HOUSE technology offers devices that help the elderly and people with disabilities to live independently in their homes. This paper presents our experiences from a pilot project applying case-based reasoning techniques to match the needs of the elderly and those with disabilities to SMARTHOUSE technology.
Nirmalie Wiratunga   +3 more
openaire   +1 more source

Application of genetic expression programming and artificial neural network for prediction of CBR

International Journal on Road Materials and Pavement Design, 2018
The CBR (California bearing ratio) value is an important parameter of the subgrade soil required for the design of pavements. The present study deals with the application of genetic expression programming (GEP) and artificial neural network (ANN) for the
A. Tenpe, Anjan Patel
semanticscholar   +1 more source

CBR for Design

1998
Design research has a number of goals, including a better understanding of design, the development of tools to aid human designers, and the potential automation of some design tasks. Computer-aided design is concerned with using computers to assist in the design process to produce better designs in shorter time.
openaire   +1 more source

CBR Applied to Planning

1998
Planning means constructing a course of actions to achieve a specified set of goals, starting from an initial situation. For example, determining a sequence of actions (a plan) for transporting goods from an initial location to some destination is a typical planning problem in the transportation domain. Many planning problems are of practical interest.
Ralph Bergmann   +3 more
openaire   +1 more source

CBR Adaptation for Chemical Formulation

2001
Solution adaptation of previously solved cases to fit new situations is one of the basic tasks of the Case-Based Reasoning (CBR) approach for problem solving. The central issue of the paper is to present a formal computational model for the chemical formulation as innovative adaptation of previously developed products for new scenario and/or ...
Bandini, S, Manzoni, S
openaire   +1 more source

Reexamination of CBR Hypothesis

2010
Most of the recent literature on complexity measures in textual case-based reasoning examined alignment between problem space and solution space, which used to be an issue of formulating CBR hypothesis. However, none of existing complexity measures could dispel the specter of predefined class label that does not appear in public textual datasets ...
Xifeng Zhou, Zelin Shi, Huaici Zhao
openaire   +1 more source

CBR: Strengths and weaknesses

1998
There is considerable enthusiasm about Case-Based Reasoning as a means of developing knowledge-based systems. There are two broad reasons for this enthusiasm. First, it is evident that much of human expert competence is experience based and it makes sense to adopt a reuse-based methodology for developing knowledge based systems. The other reason is the
openaire   +1 more source

The CBR-LRI Dataset: Methods, Properties and Potential of Leximetric Coding of Labour Laws

International Journal of Comparative Labour Law and Industrial Relations, 2017
Leximetric data coding techniques aim to measure cross-national and inter-temporal variations in the content of legal rules, thereby facilitating statistical analysis of legal systems and their social and economic impacts.
Zoe Adams   +3 more
semanticscholar   +1 more source

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