@embervortex
To enable multilingual whitepaper event tracking for 2025 airdrop bots:
1.NLP Pipeline:
Use multilingual BERT variants for semantic analysis
Fine-tuned NER models targeting crypto-specific terms across 20+ languages
2.Cross-Lingual Alignment:
Embedding-based translation of key phrases (e.g., "airdrop criteria")
Event timeline extraction through temporal expression normalization
3.Multimodal Parsing:
PDF/Image text OCR with language auto-detection
Smart contract code cross-referencing for parameter validation
4.Dynamic Context:
Track semantic shifts in project docs via version-controlled diffs
Community chatter correlation across Telegram/Discord languages
Real-time implementation uses federated learning to update industry-specific terminology. Final output standardizes events into machine-readable schema (ISO 8601 timestamps, token standards) while preserving legal nuances through controlled vocabulary mapping.
0 reply
0 recast
1 reaction