{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T17:12:12Z","timestamp":1775149932791,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":10,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,4,25]],"date-time":"2022-04-25T00:00:00Z","timestamp":1650844800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,4,25]]},"DOI":"10.1145\/3487553.3524633","type":"proceedings-article","created":{"date-parts":[[2022,8,16]],"date-time":"2022-08-16T22:41:30Z","timestamp":1660689690000},"page":"576-578","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":10,"title":["A Generative Approach for Financial Causality Extraction"],"prefix":"10.1145","author":[{"given":"Tapas","family":"Nayak","sequence":"first","affiliation":[{"name":"IIT Kharagpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soumya","family":"Sharma","sequence":"additional","affiliation":[{"name":"IIT Kharagpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yash","family":"Butala","sequence":"additional","affiliation":[{"name":"IIT Kharagpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Koustuv","family":"Dasgupta","sequence":"additional","affiliation":[{"name":"Goldman Sachs, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pawan","family":"Goyal","sequence":"additional","affiliation":[{"name":"IIT Kharagpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Niloy","family":"Ganguly","sequence":"additional","affiliation":[{"name":"IIT Kharagpur, India"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,8,16]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation.","author":"Becquin Guillaume","year":"2020","unstructured":"Guillaume Becquin . 2020 . GBe at FinCausal 2020, Task 2: Span-based Causality Extraction for Financial Documents . In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. Guillaume Becquin. 2020. GBe at FinCausal 2020, Task 2: Span-based Causality Extraction for Financial Documents. In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation."},{"key":"e_1_3_2_1_2_1","volume-title":"Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. https:\/\/aclanthology.org\/2020","author":"Chakravarthy Sharanya","year":"2020","unstructured":"Sharanya Chakravarthy , Tushar Kanakagiri , Karthik Radhakrishnan , and Anjana Umapathy . 2020 . Domino at FinCausal 2020, Task 1 and 2: Causal Extraction System . In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. https:\/\/aclanthology.org\/2020 .fnp-1.15 Sharanya Chakravarthy, Tushar Kanakagiri, Karthik Radhakrishnan, and Anjana Umapathy. 2020. Domino at FinCausal 2020, Task 1 and 2: Causal Extraction System. In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. https:\/\/aclanthology.org\/2020.fnp-1.15"},{"key":"e_1_3_2_1_3_1","volume-title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL.","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL."},{"key":"e_1_3_2_1_4_1","volume-title":"Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. https:\/\/aclanthology.org\/2020","author":"Ionescu Marius","year":"2020","unstructured":"Marius Ionescu , Andrei-Marius Avram , George-Andrei Dima , Dumitru-Clementin Cercel , and Mihai Dascalu . 2020 . UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language Models . In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. https:\/\/aclanthology.org\/2020 .fnp-1.8 Marius Ionescu, Andrei-Marius Avram, George-Andrei Dima, Dumitru-Clementin Cercel, and Mihai Dascalu. 2020. UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language Models. In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. https:\/\/aclanthology.org\/2020.fnp-1.8"},{"key":"e_1_3_2_1_5_1","volume-title":"Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation.","author":"Kao Pei-Wei","year":"2020","unstructured":"Pei-Wei Kao , Chung-Chi Chen , Hen-Hsen Huang , and Hsin-Hsi Chen . 2020 . NTUNLPL at FinCausal 2020, Task 2: Improving Causality Detection Using Viterbi Decoder . In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. Pei-Wei Kao, Chung-Chi Chen, Hen-Hsen Huang, and Hsin-Hsi Chen. 2020. NTUNLPL at FinCausal 2020, Task 2: Improving Causality Detection Using Viterbi Decoder. In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation."},{"key":"e_1_3_2_1_6_1","volume-title":"Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings. Neurocomputing","author":"Li Zhaoning","year":"2021","unstructured":"Zhaoning Li , Qi Li , Xiaotian Zou , and Jiangtao Ren . 2021. Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings. Neurocomputing ( 2021 ). Zhaoning Li, Qi Li, Xiaotian Zou, and Jiangtao Ren. 2021. Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings. Neurocomputing (2021)."},{"key":"e_1_3_2_1_7_1","volume-title":"Financial Document Causality Detection Shared Task (FinCausal","author":"Mariko Dominique","year":"2020","unstructured":"Dominique Mariko , Hanna\u00a0Abi Akl , Estelle Labidurie , Stephane Durfort , Hugues De\u00a0Mazancourt , and Mahmoud El-Haj . 2020. Financial Document Causality Detection Shared Task (FinCausal 2020 ). arXiv preprint arXiv:2012.02505(2020). Dominique Mariko, Hanna\u00a0Abi Akl, Estelle Labidurie, Stephane Durfort, Hugues De\u00a0Mazancourt, and Mahmoud El-Haj. 2020. Financial Document Causality Detection Shared Task (FinCausal 2020). arXiv preprint arXiv:2012.02505(2020)."},{"key":"e_1_3_2_1_8_1","volume-title":"PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction. In EMNLP.","author":"Mukherjee Rajdeep","year":"2021","unstructured":"Rajdeep Mukherjee , Tapas Nayak , Yash Butala , Sourangshu Bhattacharya , and Pawan Goyal . 2021 . PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction. In EMNLP. Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, and Pawan Goyal. 2021. PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction. In EMNLP."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"crossref","unstructured":"Tapas Nayak and Hwee\u00a0Tou Ng. 2020. Effective modeling of encoder-decoder architecture for joint entity and relation extraction. In AAAI.  Tapas Nayak and Hwee\u00a0Tou Ng. 2020. Effective modeling of encoder-decoder architecture for joint entity and relation extraction. In AAAI.","DOI":"10.1609\/aaai.v34i05.6374"},{"key":"e_1_3_2_1_10_1","volume-title":"Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation.","author":"Sz\u00e1nt\u00f3 Zsolt","year":"2020","unstructured":"Zsolt Sz\u00e1nt\u00f3 and G\u00e1bor Berend . 2020 . ProsperAMnet at FinCausal 2020, Task 1 & 2: Modeling causality in financial texts using multi-headed transformers . In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation. Zsolt Sz\u00e1nt\u00f3 and G\u00e1bor Berend. 2020. ProsperAMnet at FinCausal 2020, Task 1 & 2: Modeling causality in financial texts using multi-headed transformers. In Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation."}],"event":{"name":"WWW '22: The ACM Web Conference 2022","location":"Virtual Event, Lyon France","acronym":"WWW '22","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web"]},"container-title":["Companion Proceedings of the Web Conference 2022"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3487553.3524633","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3487553.3524633","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:30:34Z","timestamp":1750188634000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3487553.3524633"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,25]]},"references-count":10,"alternative-id":["10.1145\/3487553.3524633","10.1145\/3487553"],"URL":"https:\/\/doi.org\/10.1145\/3487553.3524633","relation":{},"subject":[],"published":{"date-parts":[[2022,4,25]]},"assertion":[{"value":"2022-08-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}