Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction.
Weiyan ZhangWanpeng LuJiacheng WangYating WangLihan ChenHaiyun JiangJingping LiuTong RuanPublished in: ACL (Findings) (2024)
Keyphrases
- information extraction
- natural language processing
- free text
- precision and recall
- named entity recognition
- semi structured
- association rules
- text mining
- named entities
- ontology based information extraction
- semantic tagging
- relation extraction
- conditional random fields
- question answering
- machine learning
- information retrieval
- web mining
- structured data
- text documents
- natural language
- data sets
- text processing
- information systems
- artificial intelligence
- machine translation
- textual data
- text summarization
- domain specific
- database
- unstructured text
- databases
- web documents