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英文字典中文字典相关资料:


  • A Comparison of Pre-Trained Language Models for Multi-Class . . .
    RQ2 Answer: On the specific task of multi-classification of financial documents, our experiments show that FinBERT, which is a pre-trained model specialized on financial domain, does not outperform a generic PLM such as RoBERTa
  • FinBERT: Financial Sentiment Analysis with BERT - Medium
    In this blog post, we will share a simplified story of how we solved this financial sentiment classification problem with Bidirectional Encoder Representations from Transformers (BERT) and
  • FinBERT: A Large Language Model for Extracting Information . . .
    Taken together, these results suggest four main conclusions First, machine learning algorithms substantially outperform domain-specific finance dictionaries in identifying sentiment Second, among machine learning algorithms, the deep learning models (FinBERT, BERT, CNN, and LSTM) perform better than non-deep-learning models (NB, SVM, and RF)
  • FinBERT: A Pretrained Language Model for Financial Communications
    In this work,we address the need by pretraining a financial domain specific BERT models, FinBERT, using a large scale of financial communication corpora Experiments on three financial sentiment classification tasks confirm the advantage of FinBERT over generic domain BERT model
  • FinBERT: Financial Sentiment Analysis with Pre-trained . . .
    We introduce FinBERT, a language model based on BERT, to tackle NLP tasks in financial domain Our results show improvement in every measured metric on current state-of-the-art results for two financial sentiment analysis datasets
  • FinBERT—A Large Language Model Approach to Extracting . . .
    lop FinBERT, a state-of-the-art large language model that adapts to the finance domain Using a sample of researcher-labeled sentences from analyst reports, we document that FinBERT significantly outperforms the Loughran and McDonald dictionary and other machine learning algorithms, including naïve Bayes, support vector machine, random forest
  • FinBERT: A Pretrained Language Model for Financial . . . - Typeset
    TL;DR: This work addresses the need by pretraining a financial domain specific BERT models, FinberT, using a large scale of financial communication corpora, and confirms the advantage of FinBERT over generic domain BERT model Table 1: Size of pretraining financial corpora





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