Accepted Papers

Main Track

No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning

Shicheng Li, Wei Li, Zhiyuan Zhang, Ruihan Bao, Keiko Harimoto and Xu Sun

Prospectus Language and IPO Performance

Jared Sharpe and Keith Decker

It’s Time to Reason: Annotating Argumentation Structures in Financial Earnings Calls: The FinArg Dataset

Alaa Alhamzeh, Romain Fonck, Erwan Versmée, Elöd Egyed-Zsigmond, Harald Kosch and Lionel Brunie

How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction

Hadjer Khaldi, Benamara Farah, Camille Pradel and Nathalie Aussenac-Gilles

Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model

Jinan Zou, Haiyao Cao, Lingqiao Liu, Yuhao Lin, Ehsan Abbasnejad and Javen Qinfeng Shi

Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines

Henri Arno, Klaas Mulier, Joke Baeck and Thomas Demeester

AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations

Hongtao Ruan, Liying Zheng and Peixian Hu

A Sentiment and Emotion Annotated Dataset for Bitcoin Price Forecasting Based on Reddit Posts

Pavlo Seroyizhko, Zhanel Zhexenova, Muhammad Zohaib Shafiq, Fabio Merizzi, Andrea Galassi and Federico Ruggeri

FinSim-4 Shared Task

FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights

Juyeon Kang and Ismail El Maarouf

Using Contextual Sentence Analysis Models to Recognize ESG Concepts

Elvys Linhares Pontes, Mohamed Benjannet, Jose G Moreno and Antoine Doucet

Automatic Term and Sentence Classification Via Augmented Term and Pre-trained language model in ESG Taxonomy texts

Ke Tian, Zepeng Zhang and Hua Chen

Knowledge Informed Sustainability Detection from Short Financial Texts

Boshko Koloski, Syrielle Montariol, Matthew Purver and Senja Pollak

TCS_WITM_2022@FinSim4-ESG: Augmenting BERT with Linguistic and Semantic features for ESG data classification

Tushar Goel, Vipul Chauhan, Suyash Sangwan, Ishan Verma, Tirthankar Dasgupta and Lipika Dey

Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect Of Financial Texts

Sohom Ghosh and Sudip Kumar Naskar

Using Transformer-based Models for Taxonomy Enrichment and Sentence Classification

Parag Dakle, Shrikumar Patil, Saikrishna Rallabandi, Chaitra Hegde and Preethi Raghavan

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