52 citations · 211 across the 11 of their papers we have counts for
12 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…
Law to Binary Tree -- An Formal Interpretation of Legal Natural Language
Ha-Thanh Nguyen, Vu Tran, Ngoc-Cam Le +4
Knowledge representation and reasoning in law are essential to facilitate the automation of legal analysis and decision-making tasks. In this paper, we propose a new approach based…
Attentive Deep Neural Networks for Legal Document Retrieval
Ha-Thanh Nguyen, Manh-Kien Phi, Xuan-Bach Ngo +3
Legal text retrieval serves as a key component in a wide range of legal text processing tasks such as legal question answering, legal case entailment, and statute law retrieval. Th…
Transformer-based Approaches for Legal Text Processing
Ha-Thanh Nguyen, Minh-Phuong Nguyen, Thi-Hai-Yen Vuong +6
In this paper, we introduce our approaches using Transformer-based models for different problems of the COLIEE 2021 automatic legal text processing competition. Automated processin…
Tweet Analysis for Enhancement of COVID-19 Epidemic Simulation: A Case Study in Japan
Vu Tran, Tomoko Matsui
The COVID-19 pandemic, which began in December 2019, progressed in a complicated manner and thus caused problems worldwide. Seeking clues to the reasons for the complicated progres…
HYDRA -- Hyper Dependency Representation Attentions
Ha-Thanh Nguyen, Vu Tran, Tran-Binh Dang +3
Attention is all we need as long as we have enough data. Even so, it is sometimes not easy to determine how much data is enough while the models are becoming larger and larger. In…