Shift-of-Perspective Identification Within Legal Cases

no code implementations • 6 Jun 2019 • Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Viraj Salaka Gamage, Menuka Warushavithana, Amal Shehan Perera

Therefore, the process of automatic information extraction from documents containing legal opinions related to court cases can be considered to be of significant importance.

Open Information Extraction Sentiment Analysis

Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning

no code implementations • WS 2018 • Viraj Gamage, Menuka Warushavithana, Nisansa de Silva, Amal Shehan Perera, Gathika Ratnayaka, Thejan Rupasinghe

This study proposes a novel way of identifying the sentiment of the phrases used in the legal domain.

Domain Adaptation Transfer Learning

Identifying Relationships Among Sentences in Court Case Transcripts Using Discourse Relations

no code implementations • 10 Sep 2018 • Gathika Ratnayaka, Thejan Rupasinghe, Nisansa de Silva, Menuka Warushavithana, Viraj Gamage, Amal Shehan Perera

To the best of our knowledge, this is the first study where discourse relationships between sentences have been used to determine relationships among sentences in legal court case transcripts.