Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022
LREC 2022 Workshop
FinRAD: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability
Sohom Ghosh, Shovon Sengupta, Sudip Naskar, Sunny Kumar Singh
Discovering Financial Hypernyms by Prompting Masked Language Models
Bo Peng, Emmanuele Chersoni, Yu-Yin Hsu, Chu-Ren Huang
Sentiment Classification by Incorporating Background Knowledge from Financial Ontologies
Timen Stepišnik-Perdih, Andraž Pelicon, Blaž Škrlj, Martin Žnidaršič, Igor Lončarski, Senja Pollak
Detecting Causes of Stock Price Rise and Decline by Machine Reading Comprehension with BERT
Gakuto Tsutsumi, Takehito Utsuro
XLNET-GRU Sentiment Regression Model for Cryptocurrency News in English and Malay
Nur Azmina Mohamad Zamani, Jasy Suet Yan Liew, Ahmad Muhyiddin Yusof
The Financial Narrative Summarisation Shared Task (FNS 2022)
Mahmoud El-Haj, Nadhem Zmandar, Paul Rayson, Ahmed AbuRa’ed, Marina Litvak, Nikiforos Pittaras, George Giannakopoulos, Aris Kosmopoulos, Blanca Carbajo-Coronado, Antonio Moreno-Sandoval
Multilingual Text Summarization on Financial Documents
Negar Foroutan, Angelika Romanou, Stéphane Massonnet, Rémi Lebret, Karl Aberer
Extractive and Abstractive Summarization Methods for Financial Narrative Summarization in English, Spanish and Greek
Alejandro Vaca, Alba Segurado, David Betancur, Álvaro Barbero Jiménez
DiMSum: Distributed and Multilingual Summarization of Financial Narratives
Neelesh Shukla, Amit Vaid, Raghu Katikeri, Sangeeth Keeriyadath, Msp Raja
Transformer-based Models for Long Document Summarisation in Financial Domain
Urvashi Khanna, Samira Ghodratnama, Diego Moll ́a, Amin Beheshti
Financial Narrative Summarisation Using a Hybrid TF-IDF and Clustering Summariser: AO-Lancs System at FNS 2022
Mahmoud El-Haj, Andrew Ogden
The Financial Document Structure Extraction Shared Task (FinTOC 2022)
Juyeon Kang, Abderrahim Ait Azzi, Sandra Bellato, Blanca Carbajo Coronado, Mahmoud El-Haj, Ismail El Maarouf, Mei Gan, Ana Gisbert, Antonio Moreno Sandoval
ISPRAS@FinTOC-2022 Shared Task: Two-stage TOC Generation Model
Anastasiia Bogatenkova, Oksana Vladimirovna Belyaeva, Andrew Igorevich Perminov, Ilya Sergeevich Kozlov
swapUNIBA@FinTOC2022: Fine-tuning Pre-trained Document Image Analysis Model for Title Detection on the Financial Domain
Pierluigi Cassotti, Cataldo Musto, Marco DeGemmis, Georgios Lekkas, Giovanni Semeraro
GREYC@FinTOC-2022: Handling Document Layout and Structure in Native PDF Bundle of Documents
Emmanuel Giguet, Nadine Lucas
The Financial Causality Extraction Shared Task (FinCausal 2022)
Dominique Mariko, Hanna Abi-Akl, Kim Trottier, Mahmoud El-Haj
SPOCK at FinCausal 2022: Causal Information Extraction Using Span-Based and Sequence Tagging Models
Anik Saha, Jian Ni, Oktie Hassanzadeh, Alex Gittens, Kavitha Srinivas, Bulent Yener
Multilingual Financial Documentation Summarization by Team_Tredence for FNS2022
Manish Pant, Ankush Chopra
DCU-Lorcan at FinCausal 2022: Span-based Causality Extraction from Financial Documents using Pre-trained Language Models
Chenyang Lyu, Tianbo Ji, Quanwei Sun, Liting Zhou
LIPI at FinCausal 2022: Mining Causes and Effects from Financial Texts
Sohom Ghosh, Sudip Naskar
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