esg classification

Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale COLING 2024 CriticalMinds: Enhancing ML Models for ESG Impact Analysis Categorisation Using Linguistic Resources and Aspect-Based Sentiment Analysis COLING 2024 ESG Classification by Implicit Rule Learning via GPT-4 COLING 2024 ESG-FTSE: A Corpus of News Articles with ESG Relevance Labels and Use Cases COLING 2024 ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases EMNLP 2024 Fine-tuning Language Models for Predicting the Impact of Events Associated to Financial News Articles COLING 2024 IMNTPU at ML-ESG-3: Transformer Language Models for Multi-Lingual ESG Impact Type and Duration Classification COLING 2024 Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024 A low resource framework for Multi-lingual ESG Impact Type Identification AACL 2023 Enhancing ESG Impact Type Identification through Early Fusion and Multilingual Models AACL 2023 ESG Impact Type Classification: Leveraging Strategic Prompt Engineering and LLM Fine-Tuning AACL 2023 The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models AACL 2023 FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights EMNLP 2022 Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022 TCS WITM 2022@FinSim4-ESG: Augmenting BERT with Linguistic and Semantic features for ESG data classification EMNLP 2022 Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022