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09/15/2023
Encoded Summarization: Summarizing Documents into Continuous Vector Space for Legal Case Retrieval
We present our method for tackling a legal case retrieval task by introd...
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12/16/2022
Law to Binary Tree – An Formal Interpretation of Legal Natural Language
Knowledge representation and reasoning in law are essential to facilitat...
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12/13/2022
Attentive Deep Neural Networks for Legal Document Retrieval
Legal text retrieval serves as a key component in a wide range of legal ...
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02/13/2022
Transformer-based Approaches for Legal Text Processing
In this paper, we introduce our approaches using Transformer-based model...
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09/11/2021
HYDRA – Hyper Dependency Representation Attentions
Attention is all we need as long as we have enough data. Even so, it is ...
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06/25/2021
JNLP Team: Deep Learning Approaches for Legal Processing Tasks in COLIEE 2021
COLIEE is an annual competition in automatic computerized legal text pro...
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06/25/2021
ParaLaw Nets – Cross-lingual Sentence-level Pretraining for Legal Text Processing
Ambiguity is a characteristic of natural language, which makes expressio...
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05/11/2021
DeepLight: Robust Unobtrusive Real-time Screen-Camera Communication for Real-World Displays
The paper introduces a novel, holistic approach for robust Screen-Camera...
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11/04/2020
JNLP Team: Deep Learning for Legal Processing in COLIEE 2020
We propose deep learning based methods for automatic systems of legal re...
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09/29/2020
Building Legal Case Retrieval Systems with Lexical Matching and Summarization using A Pre-Trained Phrase Scoring Model
We present our method for tackling the legal case retrieval task of the ...
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10/10/2018
Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction
In apprenticeship learning (AL), agents learn by watching or acquiring h...
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09/14/2018