NLPExplorer

FinNLP - 2024

Total Papers:- 35

Total Papers accross all years:- 85

Total Citations :- 0

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Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights

Jens Van Nooten | Andriy Kosar |

Fine-tuning Language Models for Predicting the Impact of Events Associated to Financial News Articles

DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning

Konstantinos Bougiatiotis | Andreas Sideras | Elias Zavitsanos | Georgios Paliouras |

KRX Bench: Automating Financial Benchmark Creation via Large Language Models

Guijin Son | Hyunjun Jeon | Chami Hwang | Hanearl Jung |

Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis Using Large Language Models

Analysis of Material Facts on Financial Assets: A Generative AI Approach

ESG-FTSE: A Corpus of News Articles with ESG Relevance Labels and Use Cases

Mariya Pavlova | Bernard Casey | Miaosen Wang |

Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale

Pawan Kumar Rajpoot | Ashvini Jindal | Ankur Parikh |

Exploring Large Language Models in Financial Argument Relation Identification

Yasser Otiefy | Alaa Alhamzeh |

Development and Evaluation of a German Language Model for the Financial Domain

Nata Kozaeva | Serhii Hamotskyi | Christian Hanig |

CriticalMinds: Enhancing ML Models for ESG Impact Analysis Categorisation Using Linguistic Resources and Aspect-Based Sentiment Analysis

NetZeroFacts: Two-Stage Emission Information Extraction from Company Reports

Marco Wrzalik | Florian Faust | Simon Sieber | Adrian Ulges |

Evaluating Multilingual Language Models for Cross-Lingual ESG Issue Identification

Wing Yan Li | Emmanuele Chersoni | Cindy Sing Bik Ngai |