Stance Detection in Natural Language Processing

Initiated the creation of Stance Detection in Natural Language Processing.

Designed the TheoryTrace knowledge architecture, writing workflow, and editorial mechanisms through which this Aksbel book is produced, including automated curation and staged self-checking designed to reduce inconsistencies, careless reasoning, unsupported claims, hallucinations, and mathematical errors. These mechanisms help make the material as scientifically and mathematically reliable as possible, while transparent human verification and correction remain part of the process.