A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution.
Neeraj VarshneyHimanshu GuptaEric RobertsonBing LiuChitta BaralPublished in: ACL (Findings) (2023)
Keyphrases
- novelty detection
- evaluation framework
- authorship attribution
- natural language processing
- evaluation process
- evaluation methodology
- plagiarism detection
- anomaly detection
- digital forensics
- source code
- natural language
- evaluation metrics
- concept drift
- sentence level
- information extraction
- writing style
- semantic annotation
- evaluation measures
- machine translation
- wordnet
- text mining
- named entity recognition
- question answering
- information retrieval systems
- machine learning
- domain specific
- high level
- feature selection