Goodhart's Law Applies to NLP's Explanation Benchmarks.
Jennifer HsiaDanish PruthiAarti SinghZachary C. LiptonPublished in: EACL (Findings) (2024)
Keyphrases
- natural language processing
- information extraction
- natural language
- text mining
- machine translation
- benchmark suite
- question answering
- legal reasoning
- text analysis
- language processing
- explanation based learning
- machine learning
- case law
- information retrieval
- data sets
- semantic analysis
- free text
- computational linguistics
- natural language understanding
- named entities
- ontology learning
- hand crafted
- linguistic analysis
- artificial intelligence and law
- cost based abduction