NLPExplorer

FinNLP - 2023

Total Papers:- 32

Total Papers accross all years:- 85

Total Citations :- 0

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Headline Generation for Stock Price Fluctuation Articles

The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models

Yosef Ardhito Winatmoko | Ali Septiandri |

GPT-based Solution for ESG Impact Type Identification

Anna Polyanskaya | Lucas Fernández Brillet |

Audit Report Coverage Assessment using Sentence Classification

Proceedings of the Sixth Workshop on Financial Technology and Natural Language Processing

DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data

Textual Evidence Extraction for ESG Scores

Naoki Kannan | Yohei Seki |

Reducing tokenizer’s tokens per word ratio in Financial domain with T-MuFin BERT Tokenizer

Braulio Blanco Lambruschini | Patricia Becerra-Sanchez | Mats Brorsson | Maciej Zurad |

Exploring Knowledge Composition for ESG Impact Type Determination

Fabian Billert | Stefan Conrad |

Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

Using Deep Learning to Find the Next Unicorn: A Practical Synthesis on Optimization Target, Feature Selection, Data Split and Evaluation Strategy

Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance

Lefteris Loukas | Ilias Stogiannidis | Prodromos Malakasiotis | Stavros Vassos |

EaSyGuide : ESG Issue Identification Framework leveraging Abilities of Generative Large Language Models

Hanwool Lee | Jonghyun Choi | Sohyeon Kwon | Sungbum Jung |

Leveraging BERT Language Models for Multi-Lingual ESG Issue Identification

Elvys Linhares Pontes | Mohamed Benjannet | Lam Kim Ming |

A low resource framework for Multi-lingual ESG Impact Type Identification

Harsha Vardhan | Sohom Ghosh | Ponnurangam Kumaraguru | Sudip Naskar |