Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor 2021-11 Association for Computational Linguistics Punta Cana, Dominican Republic text conference publication econlp-2021-economics https://aclanthology.org/2021.econlp-1.0/ A Fine-Grained Annotated Corpus for Target-Based Opinion Analysis of Economic and Financial Narratives Jiahui Hu author Patrick Paroubek author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication hu-paroubek-2021-fine 10.18653/v1/2021.econlp-1.1 https://aclanthology.org/2021.econlp-1.1/ 2021-11 1 12 EDGAR-CORPUS: Billions of Tokens Make The World Go Round Lefteris Loukas author Manos Fergadiotis author Ion Androutsopoulos author Prodromos Malakasiotis author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication loukas-etal-2021-edgar 10.18653/v1/2021.econlp-1.2 https://aclanthology.org/2021.econlp-1.2/ 2021-11 13 18 The Global Banking Standards QA Dataset (GBS-QA) Kyunghwan Sohn author Sunjae Kwon author Jaesik Choi author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication sohn-etal-2021-global 10.18653/v1/2021.econlp-1.3 https://aclanthology.org/2021.econlp-1.3/ 2021-11 19 25 Corporate Bankruptcy Prediction with Domain-Adapted BERT Alex Gunwoo Kim author Sangwon Yoon author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication kim-yoon-2021-corporate 10.18653/v1/2021.econlp-1.4 https://aclanthology.org/2021.econlp-1.4/ 2021-11 26 36 Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks Bo Peng author Emmanuele Chersoni author Yu-Yin Hsu author Chu-Ren Huang author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication peng-etal-2021-domain 10.18653/v1/2021.econlp-1.5 https://aclanthology.org/2021.econlp-1.5/ 2021-11 37 44 From Stock Prediction to Financial Relevance: Repurposing Attention Weights to Assess News Relevance Without Manual Annotations Luciano Del Corro author Johannes Hoffart author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication del-corro-hoffart-2021-stock 10.18653/v1/2021.econlp-1.6 https://aclanthology.org/2021.econlp-1.6/ 2021-11 45 49 Privacy enabled Financial Text Classification using Differential Privacy and Federated Learning Priyam Basu author Tiasa Singha Roy author Rakshit Naidu author Zumrut Muftuoglu author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication basu-etal-2021-privacy 10.18653/v1/2021.econlp-1.7 https://aclanthology.org/2021.econlp-1.7/ 2021-11 50 55 Using Word Embedding to Reveal Monetary Policy Explanation Changes Akira Matsui author Xiang Ren author Emilio Ferrara author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication matsui-etal-2021-using 10.18653/v1/2021.econlp-1.8 https://aclanthology.org/2021.econlp-1.8/ 2021-11 56 61 To What Extent Can English-as-a-Second Language Learners Read Economic News Texts? Yo Ehara author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ehara-2021-extent 10.18653/v1/2021.econlp-1.9 https://aclanthology.org/2021.econlp-1.9/ 2021-11 62 68 Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction Meisin Lee author Lay-Ki Soon author Eu-Gene Siew author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication lee-etal-2021-effective 10.18653/v1/2021.econlp-1.10 https://aclanthology.org/2021.econlp-1.10/ 2021-11 69 81 Cryptocurrency Day Trading and Framing Prediction in Microblog Discourse Anna Paula Pawlicka Maule author Kristen Johnson author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication pawlicka-maule-johnson-2021-cryptocurrency 10.18653/v1/2021.econlp-1.11 https://aclanthology.org/2021.econlp-1.11/ 2021-11 82 92 Extracting Economic Signals from Central Bank Speeches Maximilian Ahrens author Michael McMahon author 2021-11 text Proceedings of the Third Workshop on Economics and Natural Language Processing Udo Hahn editor Veronique Hoste editor Amanda Stent editor Association for Computational Linguistics Punta Cana, Dominican Republic conference publication ahrens-mcmahon-2021-extracting 10.18653/v1/2021.econlp-1.12 https://aclanthology.org/2021.econlp-1.12/ 2021-11 93 114