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A Semantic Search System For Supremo Tribunal de Justiça (Portuguese Supreme Court of Justice)
A Semantic Search System for Supremo Tribunal de Justiça
Content
1. Introduction
1.1. Motivation
1.2. Objectives
1.3. Contributions
1.4. Thesis Outline
2. Background
2.1. Lexical approaches for Information Retrieval
2.2. Semantic Search
2.3. Techniques for efficient retrieval process
2.4. Summarization
3. State of the Art
3.1. BERT
3.2. Deeper Text Understanding
3.3. NLP Applied To Portuguese Consumer Law
4. Semantic Search System
4.1. Requirements
4.2. Semantic Search Type
4.3. Architecture
5. Legal Language Model
5.1. BERTimbau
5.2. Domain Adaptation
5.3. Semantic Textual Similarity
5.4. Natural Language Inference
5.5. Multilingual Knowledge Distillation
5.6. Metadata Knowledge Distillation
6. System Evaluation
6.1. Language Model Evaluation
6.2. Search System Evaluation
7. Conclusion
7.1. Achievements
7.2. Future Work
Bibliography
Bibliography
repository
open issue
Index