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May 20, GMT+2Video/Slides IDMode
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09:00-09:10OpeningIn Person
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09:10-10:34Oral Presentation (10 mins + 2 mins QA)
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09:10-09:22Exploring Large Language Models in Financial Argument Relation Identification1In Person
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09:22-09:34NetZeroFacts: Two-Stage Emission Information Extraction from Company Reports2In Person
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09:34-09:46KRX Bench: Automating Financial Benchmark Creation via Large Language Models3In Person
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09:46-09:58BLU-SynTra: Distinguish Synergies and Trade-offs Between Sustainable Development Goals Using Small Language Models4Online
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09:58-10:10Topic Taxonomy Construction from ESG Reports5Online
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10:10-10:22Assessing the Impact of ESG-Related News on Stock Trading in the Indonesian Market: A Text Similarity Framework Approach6Online
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10:22-10:34Modal-adaptive Knowledge-enhanced Graph-based Financial Prediction from Monetary Policy Conference Calls with LLM7Online
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10:34-11:00Coffee Break
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11:00-12:00Invited Talk: Prof. Flavius FrasincarIn Person
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12:00-12:24Oral Presentation (10 mins + 2 mins QA)
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12:00-12:12BBRC: Brazilian Banking Regulation Corpora8Online
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12:12-12:24Stock Price Prediction with Sentiment Analysis for Chinese Market9Online
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12:24-12:44ML-ESG Shared Task (8 mins + 2 mins QA)
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12:24-12:30ML-ESG Overview10In Person
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12:30-12:40Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-Based Model11Online
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12:40-13:00CSR Shared Task (8 mins + 2 mins QA)
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12:40-12:50Shared Task for Cross-lingual Classification of Corporate Social Responsibility (CSR) Themes and Topics12In Person
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12:50-13:00Improving Cross-Lingual CSR Classification using Pretrained Transformers with Variable Selection Networks and Data Augmentation13Online
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13:00-14:00Lunch
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14:00-15:00Invited Talk: Dr. James ZhangOnline
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15:00-16:00Poster
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Unveiling Currency Market Dynamics: Leveraging Federal Reserve Communications for Strategic Investment Insights14In Person
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BLU-SynTra: Distinguish Synergies and Trade-offs Between Sustainable Development Goals Using Small Language Models15In Person
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LLaMA-2-Econ: Enhancing Title Generation, Abstract Classification, and Academic Q&A in Economic Research16In Person
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Development and Evaluation of a German Language Model for the Financial Domain17In Person
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KRX Bench: Automating Financial Benchmark Creation via Large Language Models18In Person
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Construction of a Japanese Financial Benchmark for Large Language Models19In Person
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NetZeroFacts: Two-Stage Emission Information Extraction from Company Reports20In Person
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Cheap Talk: Topic Analysis of CSR Themes on Corporate Twitter21In Person
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ESG-FTSE: A corpus of news articles with ESG relevance labels and use cases22In Person
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Exploring Large Language Models in Financial Argument Relation Identification23In Person
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Analysis of Material Facts on Financial Assets: a Generative AI Approach24In Person
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FB-GAN: A Novel Neural Sentiment-Enhanced Model for Stock Price Prediction25In Person
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Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis using Large Language Models26In Person
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Evaluating Multilingual Language Models for Cross-Lingual ESG Issue Identification27In Person
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ESG Classification by Implicit Rule Learning via GPT-428In PersonML-ESG
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CriticalMinds: Enhancing ML Models for ESG Impact Analysis Categorisation Using Linguistic Resources and Aspect-Based Sentiment Analysis29In Person
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Leveraging Semi-Supervised Learning on a Financial-Specialized Pre-trained Language Model for Multilingual ESG Impact Duration and Type Classification30In Person
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Adapting LLM to Multi-lingual ESG Impact and Length Prediction using In-context Learning and Fine-Tuning with Rationale31Online
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DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning32Online
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Multilingual ESG News Impact Identification using an Augmented Ensemble Approach33Online
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IMNTPU at ML-ESG-3: Transformer Language Models for Multi-Lingual ESG Impact Type and Duration Classification34Online
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Fine-tuning Language Models for Predicting the Impact of Events Associated to Financial News Articles35Online
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Duration Dynamics: Fin-Turbo's Rapid Route to ESG Impact Insight36Online
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ESG-GPT:GPT4-based Few-Shot Prompt Learning for Multi-lingual ESG News Text Classification37Online
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Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights38OnlineCSR
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16:00-16:30Coffee Break
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16:30-17:30Invited Talk: Prof. Diyi YangOnline
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17:30-17:40ClosingIn Person
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