Hybrid Extractive-Abstractive Financial Text Summarization using Semantic Clustering, DistilBERT Sentence Scoring, and Longformer Encoder-Decoder (LED) for long-document summarization of SEC Form 10-K reports.
nlp transformers led text-summarization longformer huggingface-transformers distillbert-model fianancial-nlp findsum
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Updated
Jun 2, 2026 - Jupyter Notebook