@proceedings{fnp-2022-financial,
    title = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.0/"
}
@inproceedings{ghosh-etal-2022-finrad,
    title = "{F}in{RAD}: Financial Readability Assessment Dataset - 13,000+ Definitions of Financial Terms for Measuring Readability",
    author = "Ghosh, Sohom  and
      Sengupta, Shovon  and
      Naskar, Sudip  and
      Singh, Sunny Kumar",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.1/",
    pages = "1--9"
}
@inproceedings{peng-etal-2022-discovering,
    title = "Discovering Financial Hypernyms by Prompting Masked Language Models",
    author = "Peng, Bo  and
      Chersoni, Emmanuele  and
      Hsu, Yu-Yin  and
      Huang, Chu-Ren",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.2/",
    pages = "10--16"
}
@inproceedings{stepisnik-perdih-etal-2022-sentiment,
    title = "Sentiment Classification by Incorporating Background Knowledge from Financial Ontologies",
    author = "Stepi{\v{s}}nik-Perdih, Timen  and
      Pelicon, Andra{\v{z}}  and
      {\v{S}}krlj, Bla{\v{z}}  and
      {\v{Z}}nidar{\v{s}}i{\v{c}}, Martin  and
      Lon{\v{c}}arski, Igor  and
      Pollak, Senja",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.3/",
    pages = "17--26"
}
@inproceedings{tsutsumi-utsuro-2022-detecting,
    title = "Detecting Causes of Stock Price Rise and Decline by Machine Reading Comprehension with {BERT}",
    author = "Tsutsumi, Gakuto  and
      Utsuro, Takehito",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.4/",
    pages = "27--35"
}
@inproceedings{mohamad-zamani-etal-2022-xlnet,
    title = "{XLNET}-{GRU} Sentiment Regression Model for Cryptocurrency News in {E}nglish and {M}alay",
    author = "Mohamad Zamani, Nur Azmina  and
      Liew, Jasy Suet Yan  and
      Yusof, Ahmad Muhyiddin",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.5/",
    pages = "36--42"
}
@inproceedings{el-haj-etal-2022-financial,
    title = "The Financial Narrative Summarisation Shared Task ({FNS} 2022)",
    author = "El-Haj, Mahmoud  and
      Zmandar, Nadhem  and
      Rayson, Paul  and
      AbuRa{'}ed, Ahmed  and
      Litvak, Marina  and
      Pittaras, Nikiforos  and
      Giannakopoulos, George  and
      Kosmopoulos, Aris  and
      Carbajo-Coronado, Blanca  and
      Moreno-Sandoval, Antonio",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.6/",
    pages = "43--52"
}
@inproceedings{foroutan-etal-2022-multilingual,
    title = "Multilingual Text Summarization on Financial Documents",
    author = "Foroutan, Negar  and
      Romanou, Angelika  and
      Massonnet, St{\'e}phane  and
      Lebret, R{\'e}mi  and
      Aberer, Karl",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.7/",
    pages = "53--58"
}
@inproceedings{vaca-etal-2022-extractive,
    title = "Extractive and Abstractive Summarization Methods for Financial Narrative Summarization in {E}nglish, {S}panish and {G}reek",
    author = "Vaca, Alejandro  and
      Segurado, Alba  and
      Betancur, David  and
      Barbero Jim{\'e}nez, {\'A}lvaro",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.8/",
    pages = "59--64"
}
@inproceedings{shukla-etal-2022-dimsum,
    title = "{D}i{MS}um: Distributed and Multilingual Summarization of Financial Narratives",
    author = "Shukla, Neelesh  and
      Vaid, Amit  and
      Katikeri, Raghu  and
      Keeriyadath, Sangeeth  and
      Raja, Msp",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.9/",
    pages = "65--72"
}
@inproceedings{khanna-etal-2022-transformer,
    title = "Transformer-based Models for Long Document Summarisation in Financial Domain",
    author = "Khanna, Urvashi  and
      Ghodratnama, Samira  and
      Moll ́a, Diego  and
      Beheshti, Amin",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.10/",
    pages = "73--78"
}
@inproceedings{el-haj-ogden-2022-financial,
    title = "Financial Narrative Summarisation Using a Hybrid {TF}-{IDF} and Clustering Summariser: {AO}-Lancs System at {FNS} 2022",
    author = "El-Haj, Mahmoud  and
      Ogden, Andrew",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.11/",
    pages = "79--82"
}
@inproceedings{kang-etal-2022-financial,
    title = "The Financial Document Structure Extraction Shared Task ({F}in{TOC} 2022)",
    author = "Kang, Juyeon  and
      Ait Azzi, Abderrahim  and
      Bellato, Sandra  and
      Carbajo Coronado, Blanca  and
      El-Haj, Mahmoud  and
      El Maarouf, Ismail  and
      Gan, Mei  and
      Gisbert, Ana  and
      Moreno Sandoval, Antonio",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.12/",
    pages = "83--88"
}
@inproceedings{bogatenkova-etal-2022-ispras,
    title = "{ISPRAS}@{F}in{TOC}-2022 Shared Task: Two-stage {TOC} Generation Model",
    author = "Bogatenkova, Anastasiia  and
      Belyaeva, Oksana Vladimirovna  and
      Perminov, Andrew Igorevich  and
      Kozlov, Ilya Sergeevich",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.13/",
    pages = "89--94"
}
@inproceedings{cassotti-etal-2022-swapuniba,
    title = "swap{UNIBA}@{F}in{TOC}2022: Fine-tuning Pre-trained Document Image Analysis Model for Title Detection on the Financial Domain",
    author = "Cassotti, Pierluigi  and
      Musto, Cataldo  and
      DeGemmis, Marco  and
      Lekkas, Georgios  and
      Semeraro, Giovanni",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.14/",
    pages = "95--99"
}
@inproceedings{giguet-lucas-2022-greyc,
    title = "{GREYC}@{F}in{TOC}-2022: Handling Document Layout and Structure in Native {PDF} Bundle of Documents",
    author = "Giguet, Emmanuel  and
      Lucas, Nadine",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.15/",
    pages = "100--104"
}
@inproceedings{mariko-etal-2022-financial,
    title = "The Financial Causality Extraction Shared Task ({F}in{C}ausal 2022)",
    author = "Mariko, Dominique  and
      Abi-Akl, Hanna  and
      Trottier, Kim  and
      El-Haj, Mahmoud",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.16/",
    pages = "105--107"
}
@inproceedings{saha-etal-2022-spock,
    title = "{SPOCK} at {F}in{C}ausal 2022: Causal Information Extraction Using Span-Based and Sequence Tagging Models",
    author = "Saha, Anik  and
      Ni, Jian  and
      Hassanzadeh, Oktie  and
      Gittens, Alex  and
      Srinivas, Kavitha  and
      Yener, Bulent",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.17/",
    pages = "108--111"
}
@inproceedings{pant-chopra-2022-multilingual,
    title = "Multilingual Financial Documentation Summarization by {T}eam{\_}{T}redence for {FNS}2022",
    author = "Pant, Manish  and
      Chopra, Ankush",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.18/",
    pages = "112--115"
}
@inproceedings{lyu-etal-2022-dcu,
    title = "{DCU}-Lorcan at {F}in{C}ausal 2022: Span-based Causality Extraction from Financial Documents using Pre-trained Language Models",
    author = "Lyu, Chenyang  and
      Ji, Tianbo  and
      Sun, Quanwei  and
      Zhou, Liting",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.19/",
    pages = "116--120"
}
@inproceedings{ghosh-naskar-2022-lipi,
    title = "{LIPI} at {F}in{C}ausal 2022: Mining Causes and Effects from Financial Texts",
    author = "Ghosh, Sohom  and
      Naskar, Sudip",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.20/",
    pages = "121--123"
}
@inproceedings{xu-etal-2022-ilab,
    title = "i{L}ab at {F}in{C}ausal 2022: Enhancing Causality Detection with an External Cause-Effect Knowledge Graph",
    author = "Xu, Ziwei  and
      Nararatwong, Rungsiman  and
      Kertkeidkachorn, Natthawut  and
      Ichise, Ryutaro",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.21/",
    pages = "124--127"
}
@inproceedings{mondal-etal-2022-expertneurons,
    title = "{E}xpert{N}eurons at {F}in{C}ausal 2022 Task 2: Causality Extraction for Financial Documents",
    author = "Mondal, Joydeb  and
      Bhat, Nagaraj  and
      Sarkar, Pramir  and
      Reza, Shahid",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.22/",
    pages = "128--130"
}
@inproceedings{naskar-etal-2022-atl,
    title = "{ATL} at {F}in{C}ausal 2022: Transformer Based Architecture for Automatic Causal Sentence Detection and Cause-Effect Extraction",
    author = "Naskar, Abir  and
      Dasgupta, Tirthankar  and
      Jana, Sudeshna  and
      Dey, Lipika",
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.23/",
    pages = "131--134"
}
@inproceedings{lee-etal-2022-mnlp,
    title = "{MNLP} at {F}in{C}ausal2022: Nested {NER} with a Generative Model",
    author = {Lee, Jooyeon  and
      Pham, Luan Huy  and
      Uzuner, {\"O}zlem},
    editor = "El-Haj, Mahmoud  and
      Rayson, Paul  and
      Zmandar, Nadhem",
    booktitle = "Proceedings of the 4th Financial Narrative Processing Workshop @LREC2022",
    month = jun,
    year = "2022",
    address = "Marseille, France",
    publisher = "European Language Resources Association",
    url = "https://preview.aclanthology.org/fix-old-resolve/2022.fnp-1.24/",
    pages = "135--138"
}