Proceedings of the Second Workshop on Financial Technology and Natural Language Processing

Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor 2020-5 jan - Kyoto, Japan text conference publication finnlp-2020-financial https://aclanthology.org/2020.finnlp-1.0/ Financial News Annotation by Weakly-Supervised Hierarchical Multi-label Learning Hang Jiang author Zhongchen Miao author Yuefeng Lin author Chenyu Wang author Mengjun Ni author Jian Gao author Jidong Lu author Guangwei Shi author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication jiang-etal-2020-financial https://aclanthology.org/2020.finnlp-1.1/ 2020-5 jan 1 7 Variations in Word Usage for the Financial Domain Syrielle Montariol author Alexandre Allauzen author Asanobu Kitamoto author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication montariol-etal-2020-variations https://aclanthology.org/2020.finnlp-1.2/ 2020-5 jan 8 14 Detecting Omissions of Risk Factors in Company Annual Reports Corentin Masson author Syrielle Montariol author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication masson-montariol-2020-detecting https://aclanthology.org/2020.finnlp-1.3/ 2020-5 jan 15 21 A Semantic Approach to Financial Fundamentals Jiafeng Chen author Suproteem Sarkar author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication chen-sarkar-2020-semantic https://aclanthology.org/2020.finnlp-1.4/ 2020-5 jan 22 26 Learning Company Embeddings from Annual Reports for Fine-grained Industry Characterization Tomoki Ito author Jose Camacho Collados author Hiroki Sakaji author Steven Schockaert author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication ito-etal-2020-learning https://aclanthology.org/2020.finnlp-1.5/ 2020-5 jan 27 33 Unsupervised Discovery of Firm-Level Variables in Earnings Call Transcript Embeddings Daniel Edmiston author Ziho Park author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication edmiston-park-2020-unsupervised https://aclanthology.org/2020.finnlp-1.6/ 2020-5 jan 34 39 Using Extractive Lexicon-based Sentiment Analysis to Enhance Understanding ofthe Impact of Non-GAAP Measures in Financial Reporting Stacey Taylor author Vlado Keselj author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication taylor-keselj-2020-using https://aclanthology.org/2020.finnlp-1.7/ 2020-5 jan 40 46 FinSBD-2020: The 2nd Shared Task on Sentence Boundary Detection in Unstructured Text in the Financial Domain Willy Au author Bianca Chong author Abderrahim Ait Azzi author Dialekti Valsamou-Stanislawski author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication au-etal-2020-finsbd https://aclanthology.org/2020.finnlp-1.8/ 2020-5 jan 47 54 PublishInCovid19 at the FinSBD-2 Task: Sentence and List Extraction in Noisy PDF Text Using a Hybrid Deep Learning and Rule-Based Approach Janvijay Singh author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication singh-2020-publishincovid19 https://aclanthology.org/2020.finnlp-1.9/ 2020-5 jan 55 61 aiai at the FinSBD-2 Task: Sentence, list and Item Boundary Detection and Items classification of Financial Texts Using Data Augmentation and Attention Ke Tian author Hua Chen author Jie Yang author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication tian-etal-2020-aiai https://aclanthology.org/2020.finnlp-1.10/ 2020-5 jan 62 66 Daniel at the FinSBD-2 Task: Extracting List and Sentence Boundaries from PDF Documents, a model-driven approach to PDF document analysis Emmanuel Giguet author Gaël Lejeune author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication giguet-lejeune-2020-daniel https://aclanthology.org/2020.finnlp-1.11/ 2020-5 jan 67 74 Subtl.ai at the FinSBD-2 task: Document Structure Identification by Paying Attention Abhishek Arora author Aman Khullar author Sarath Chandra Pakala author Vishnu Ramesh author Manish Shrivastava author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication arora-etal-2020-subtl https://aclanthology.org/2020.finnlp-1.12/ 2020-5 jan 75 80 The FinSim 2020 Shared Task: Learning Semantic Representations for the Financial Domain Ismail El Maarouf author Youness Mansar author Virginie Mouilleron author Dialekti Valsamou-Stanislawski author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication maarouf-etal-2020-finsim https://aclanthology.org/2020.finnlp-1.13/ 2020-5 jan 81 86 IITK at the FinSim Task: Hypernym Detection in Financial Domain via Context-Free and Contextualized Word Embeddings Vishal Keswani author Sakshi Singh author Ashutosh Modi author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication keswani-etal-2020-iitk https://aclanthology.org/2020.finnlp-1.14/ 2020-5 jan 87 92 Anuj at the FinSim Task: Anuj@FINSIM¡VLearning Semantic Representation of Financial Domain with Investopedia Anuj Saini author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication saini-2020-anuj https://aclanthology.org/2020.finnlp-1.15/ 2020-5 jan 93 97 ProsperAMnet at the FinSim Task: Detecting hypernyms of financial concepts via measuring the information stored in sparse word representations Gábor Berend author Norbert Kis-Szabó author Zsolt Szántó author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication berend-etal-2020-prosperamnet https://aclanthology.org/2020.finnlp-1.16/ 2020-5 jan 98 103 FINSIM20 at the FinSim Task: Making Sense of Text in Financial Domain Vivek Anand author Yash Agrawal author Aarti Pol author Vasudeva Varma author 2020-5 jan text Proceedings of the Second Workshop on Financial Technology and Natural Language Processing Chung-Chi Chen editor Hen-Hsen Huang editor Hiroya Takamura editor Hsin-Hsi Chen editor - Kyoto, Japan conference publication anand-etal-2020-finsim20 https://aclanthology.org/2020.finnlp-1.17/ 2020-5 jan 104 107