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Text Classification

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Topic Classification and Headline Generation for Maltese Using a Public News Corpus COLING 2024
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset COLING 2024
User Guide for KOTE: Korean Online That-gul Emotions Dataset COLING 2024
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification COLING 2024
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024
What Are the Implications of Your Question? Non-Information Seeking Question-Type Identification in CNN Transcripts COLING 2024
When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation COLING 2024
Zero-shot Cross-lingual Automated Essay Scoring COLING 2024
Construction of a Japanese Financial Benchmark for Large Language Models COLING 2024
KRX Bench: Automating Financial Benchmark Creation via Large Language Models COLING 2024
Development and Evaluation of a German Language Model for the Financial Domain COLING 2024
Evaluating Multilingual Language Models for Cross-Lingual ESG Issue Identification COLING 2024
Analysis of Material Facts on Financial Assets: A Generative AI Approach COLING 2024
Exploring Large Language Models in Financial Argument Relation Identification COLING 2024
LLaMA-2-Econ: Enhancing Title Generation, Abstract Classification, and Academic Q&A in Economic Research COLING 2024
IMNTPU at ML-ESG-3: Transformer Language Models for Multi-Lingual ESG Impact Type and Duration Classification COLING 2024
Fine-tuning Language Models for Predicting the Impact of Events Associated to Financial News Articles 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
Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification COLING 2024
Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale COLING 2024
ESG-GPT:GPT4-Based Few-Shot Prompt Learning for Multi-lingual ESG News Text Classification COLING 2024
Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024
Generating Distributable Surrogate Corpus for Medical Multi-label Classification COLING 2024
MedDialog-FR: A French Version of the MedDialog Corpus for Multi-label Classification and Response Generation Related to Women’s Intimate Health COLING 2024