52 citations · 137 across the 11 of their papers we have counts for
11 papers
Encoded Summarization: Summarizing Documents into Continuous Vector Space for Legal Case Retrieval
Vu Tran, Minh Le Nguyen, Satoshi Tojo +1
We present our method for tackling a legal case retrieval task by introducing our method of encoding documents by summarizing them into continuous vector space via our phrase scori…
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020
Ha-Thanh Nguyen, Hai-Yen Thi Vuong, Phuong Minh Nguyen +7
We propose deep learning based methods for automatic systems of legal retrieval and legal question-answering in COLIEE 2020. These systems are all characterized by being pre-traine…
Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model
Vu Tran, Minh Le Nguyen, Ken Satoh
We present our method for tackling the legal case retrieval task of the Competition on Legal Information Extraction/Entailment 2019. Our approach is based on the idea that summariz…
Automatic Catchphrase Extraction from Legal Case Documents via Scoring using Deep Neural Networks
Vu Tran, Minh Le Nguyen, Ken Satoh
In this paper, we present a method of automatic catchphrase extracting from legal case documents. We utilize deep neural networks for constructing scoring model of our extraction s…
ConvAMR: Abstract meaning representation parsing for legal document
Lai Dac Viet, Vu Trong Sinh, Nguyen Le Minh +1
Convolutional neural networks (CNN) have recently achieved remarkable performance in a wide range of applications. In this research, we equip convolutional sequence-to-sequence (se…
Abstract Argumentation / Persuasion / Dynamics
Ryuta Arisaka, Ken Satoh
The act of persuasion, a key component in rhetoric argumentation, may be viewed as a dynamics modifier. We extend Dung's frameworks with acts of persuasion among agents, and consid…