BERT-based Financial Question Answering System

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Built this production-ready project using Jina, PyTorch, and Hugging Face transformers. Adapted a passage reranking approach by first retrieving the top-50 candidate answers, then reranking the candidate answers using FinBERT-QA, a BERT-based model fine-tuned on the FiQA dataset that achieved the state-of-the-art results.


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