Proceedings of the 3rd Financial Narrative Processing Workshop

Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor 2021-15-16 sep Association for Computational Linguistics Lancaster, United Kingdom text conference publication fnp-2021-financial https://aclanthology.org/2021.fnp-1.0/ Data Driven Content Creation using Statistical and Natural Language Processing Techniques for Financial Domain Ankush Chopra author Sohom Ghosh author Prateek Nagwanshi author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication chopra-etal-2021-data https://aclanthology.org/2021.fnp-1.1/ 2021-15-16 sep 1 8 A sequence to sequence transformer data logic experiment Danxin Cui author Dominique Mariko author Estelle Labidurie author Hugues de Mazancourt author Patrick Paroubek author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication cui-etal-2021-sequence https://aclanthology.org/2021.fnp-1.2/ 2021-15-16 sep 9 18 Economic Causal-Chain Search and Economic Indicator Prediction using Textual Data Kiyoshi Izumi author Hitomi Sano author Hiroki Sakaji author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication izumi-etal-2021-economic https://aclanthology.org/2021.fnp-1.3/ 2021-15-16 sep 19 25 Preliminary experimentation with combinations and extensions of forward-looking sentence detection wordlists Jan Štihec author Senja Pollak author Martin Žnidaršič author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication stihec-etal-2021-preliminary https://aclanthology.org/2021.fnp-1.4/ 2021-15-16 sep 26 30 Summarization of financial reports with AMUSE Marina Litvak author Natalia Vanetik author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication litvak-vanetik-2021-summarization https://aclanthology.org/2021.fnp-1.5/ 2021-15-16 sep 31 36 NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Network for Better Cause-Effect Span Detection Fiona Anting Tan author See-Kiong Ng author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication tan-ng-2021-nus https://aclanthology.org/2021.fnp-1.6/ 2021-15-16 sep 37 43 NVJPFSI at FinCausal 2021 Span-based Causality Extraction Task Xianchao Wu author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication wu-2021-nvjpfsi https://aclanthology.org/2021.fnp-1.7/ 2021-15-16 sep 44 48 DSC-IITISM at FinCausal 2021: Combining POS tagging with Attention-based Contextual Representations for Identifying Causal Relationships in Financial Documents Gunjan Haldar author Aman Mittal author Pradyumna Gupta author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication haldar-etal-2021-dsc https://aclanthology.org/2021.fnp-1.8/ 2021-15-16 sep 49 53 LIORI at the FinCausal 2021 Shared task: Transformer ensembles are not enough to win Adis Davletov author Sergey Pletenev author Denis Gordeev author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication davletov-etal-2021-liori-fincausal https://aclanthology.org/2021.fnp-1.9/ 2021-15-16 sep 54 57 The Financial Document Causality Detection Shared Task (FinCausal 2021) Dominique Mariko author Hanna Abi Akl author Estelle Labidurie author Stephane Durfort author Hugues de Mazancourt author Mahmoud El-Haj author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication mariko-etal-2021-financial https://aclanthology.org/2021.fnp-1.10/ 2021-15-16 sep 58 60 Annotation model and corpus for opinionated economy and finance narrative detection Jiahui Hu author Patrick Paroubek author Dirk Schumacher author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication hu-etal-2021-annotation https://aclanthology.org/2021.fnp-1.11/ 2021-15-16 sep 61 66 T5-LONG-EXTRACT at FNS-2021 Shared Task Mikhail Orzhenovskii author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication orzhenovskii-2021-t5 https://aclanthology.org/2021.fnp-1.12/ 2021-15-16 sep 67 69 Daniel@FinTOC-2021: Taking Advantage of Images and Vectorial Shapes in Native PDF Document Analysis Emmanuel Giguet author Gaël Lejeune author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication giguet-lejeune-2021-daniel https://aclanthology.org/2021.fnp-1.13/ 2021-15-16 sep 70 74 Summarization of financial documents with TF-IDF weighting of multi-word terms Sophie Krimberg author Natalia Vanetik author Marina Litvak author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication krimberg-etal-2021-summarization https://aclanthology.org/2021.fnp-1.14/ 2021-15-16 sep 75 80 ISPRAS@FinTOC-2021 Shared Task: Two-stage TOC generation model Ilya Kozlov author Oksana Belyaeva author Anastasiya Bogatenkova author Andrew Perminov author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication kozlov-etal-2021-ispras https://aclanthology.org/2021.fnp-1.15/ 2021-15-16 sep 81 85 Not All Titles are Created Equal: Financial Document Structure Extraction Shared Task Anubhav Gupta author Hanna Abi Akl author Hugues de Mazancourt author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication gupta-etal-2021-titles https://aclanthology.org/2021.fnp-1.16/ 2021-15-16 sep 86 88 FINTOC 2021 - Document Structure Understanding Christopher Bourez author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication bourez-2021-fintoc https://aclanthology.org/2021.fnp-1.17/ 2021-15-16 sep 89 93 Extractive Financial Narrative Summarisation using SentenceBERT Based Clustering Tuba Gokhan author Phillip Smith author Mark Lee author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication gokhan-etal-2021-extractive https://aclanthology.org/2021.fnp-1.18/ 2021-15-16 sep 94 98 Joint abstractive and extractive method for long financial document summarization Nadhem Zmandar author Abhishek Singh author Mahmoud El-Haj author Paul Rayson author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication zmandar-etal-2021-joint https://aclanthology.org/2021.fnp-1.19/ 2021-15-16 sep 99 105 CILAB@FinTOC-2021 Shared Task: Title Detection and Table of Content Extraction for Financial Document Hyuntae Kim author Soyoung Park author Seongeun Yang author Yuchul Jung author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication kim-etal-2021-cilab https://aclanthology.org/2021.fnp-1.20/ 2021-15-16 sep 106 110 The Financial Document Structure Extraction Shared Task (FinTOC2021) Ismail El Maarouf author Juyeon Kang author Abderrahim Ait Azzi author Sandra Bellato author Mei Gan author Mahmoud El-Haj author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication maarouf-etal-2021-financial https://aclanthology.org/2021.fnp-1.21/ 2021-15-16 sep 111 119 The Financial Narrative Summarisation Shared Task FNS 2021 Nadhem Zmandar author Mahmoud El-Haj author Paul Rayson author Ahmed Abura’Ed author Marina Litvak author Geroge Giannakopoulos author Nikiforos Pittaras author 2021-15-16 sep text Proceedings of the 3rd Financial Narrative Processing Workshop Mahmoud El-Haj editor Paul Rayson editor Nadhem Zmandar editor Association for Computational Linguistics Lancaster, United Kingdom conference publication zmandar-etal-2021-financial https://aclanthology.org/2021.fnp-1.22/ 2021-15-16 sep 120 125