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What we do
Testimonials
What we do
Junior Academy
Product Development
Distributed Systems
Scala Development Outsourcing
Java Development Outsourcing
Golang Development Outsourcing
Rust Development Outsourcing
Migrating from Akka to ZIO
Migrating from Lagom to Akka
Training courses
Project Development
Consulting
Frontend Development
Web applications
Backend Development Company
About Us
Case Studies
Careers
Solutions
Resources
Blog
Contact
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Do You Trust in Aspect-Based Sentiment Analysis?
01
Introduction
02
Definition of the Problem
03
Pipeline: Keeping the Process in Shape
04
Model: Heart of the Pipeline
05
Awareness of the Model Limitations
06
The Professor: Supervising Model Predictions
07
The Professor: Fixing Model Limitations
08
The Professor: Explaining Model Reasoning
09
Verification of Explanation Correctness
10
Verification of Explanation Correctness: Key Token Recognition Test
11
Verification of Explanation Correctness: Key Pair Recognition Test
12
Inferring from Explanations: Complexity of Model Reasoning
13
ROLF: Exemplary Graphical User Interface
14
Conclusions
15
References