Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs.
Lokesh MishraSohayl DhibiYusik KimCesar Berrospi RamisShubham GuptaMichele DolfiPeter W. J. StaarPublished in: CoRR (2024)
Keyphrases
- text documents
- language model
- information extraction
- business models
- information retrieval
- key performance indicators
- language modeling
- text mining
- natural language
- named entities
- natural language processing
- speech recognition
- n gram
- document retrieval
- named entity recognition
- electronic commerce
- retrieval model
- databases
- structured data
- semi structured
- probabilistic model
- database
- cloud computing
- query expansion
- topic models
- business intelligence
- web documents
- statistical language models
- language modelling
- life cycle
- textual data
- test collection
- case study
- machine learning
- context sensitive
- relevance model
- pseudo relevance feedback
- vector space model
- question answering
- process oriented
- search engine
- smoothing methods
- translation model
- conceptual framework
- web mining
- machine translation
- data analysis
- business processes