Semi-supervised hierarchical ensemble clustering based on an innovative distance metric and constraint information

B Shen, J Jiang, F Qian, D Li, Y Ye, G Ahmadi - Engineering Applications of …, 2023 - Elsevier
Abstract Agglomerative Hierarchical Clustering (AHC) is a bottom-up clustering strategy in
which each object is originally a cluster, and more pairs of clusters are formed by traversing …

SigmaLaw-ABSA: dataset for aspect-based sentiment analysis in legal opinion texts

CR Mudalige, D Karunarathna… - 2020 IEEE 15th …, 2020 - ieeexplore.ieee.org
Aspect-Based Sentiment Analysis (ABSA) has been prominent and ongoing research over
many different domains, but it is not widely discussed in the legal domain. A number of …

Legal party extraction from legal opinion text with sequence to sequence learning

M de Almeida, C Samarawickrama… - … on Advances in ICT …, 2020 - ieeexplore.ieee.org
In the field of natural language processing, domain specific information retrieval using given
documents has been a prominent and ongoing research area. The automatic extraction of …

[PDF][PDF] Natural language processing for government: Problems and potential

Y Wijeratne, N de Silva… - International …, 2019 - researchgate.net
Natural Language Processing for Government: Problems and Potential Page 1 DRAFT Natural
Language Processing for Government: Problems and Potential Yudhanjaya Wijeratne, Nisansa …

Identifying relationships among sentences in court case transcripts using discourse relations

G Ratnayaka, T Rupasinghe, N de Silva… - … on Advances in ICT …, 2018 - ieeexplore.ieee.org
Case Law has a significant impact on the proceedings of legal cases. Therefore, the
information that can be obtained from previous court cases is valuable to lawyers and other …

Party identification of legal documents using co-reference resolution and named entity recognition

C Samarawickrama, M de Almeida… - 2020 IEEE 15th …, 2020 - ieeexplore.ieee.org
In the field of natural language processing, domain-specific information retrieval using given
documents has been a prominent and ongoing research area. Automatic extraction of the …

Shift-of-perspective identification within legal cases

G Ratnayaka, T Rupasinghe, N de Silva… - arXiv preprint arXiv …, 2019 - arxiv.org
Arguments, counter-arguments, facts, and evidence obtained via documents related to
previous court cases are of essential need for legal professionals. Therefore, the process of …

Classifying sentences in court case transcripts using discourse and argumentative properties

G Rathnayake, T Rupasinghe, N De Silva… - … Journal on Advances …, 2019 - icter.sljol.info
Abstract Information that is available in court case transcripts which describes the
proceedings of previous legal cases are of significant importance to legal officials …

Fast approach to build an automatic sentiment annotator for legal domain using transfer learning

V Gamage, M Warushavithana, N de Silva… - arXiv preprint arXiv …, 2018 - arxiv.org
This study proposes a novel way of identifying the sentiment of the phrases used in the legal
domain. The added complexity of the language used in law, and the inability of the existing …

Fast approach to build an automatic sentiment annotator for legal domain using transfer learning

V Salaka, M Warushavithana, N De Silva… - Proceedings of the …, 2018 - aclanthology.org
This study proposes a novel way of identifying the sentiment of the phrases used in the legal
domain. The added complexity of the language used in law, and the inability of the existing …