{ "paper_id": "2022", "header": { "generated_with": "S2ORC 1.0.0", "date_generated": "2023-01-19T09:42:33.802066Z" }, "title": "", "authors": [ { "first": "Alon", "middle": [], "last": "Halevy", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Alice", "middle": [], "last": "Oh", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Carolina", "middle": [], "last": "Scarton", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Marco", "middle": [], "last": "Mori", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Paolo", "middle": [], "last": "Papotti", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Luigi", "middle": [], "last": "Bellomarini", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Oliver", "middle": [], "last": "Giudice", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Kiran", "middle": [], "last": "Garimella", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" }, { "first": "Tanu", "middle": [], "last": "Mitra", "suffix": "", "affiliation": { "laboratory": "Non-archival: Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du", "institution": "", "location": { "settlement": "Antoine Bosselut and Christopher D Manning" } }, "email": "" } ], "year": "", "venue": null, "identifiers": {}, "abstract": "", "pdf_parse": { "paper_id": "2022", "_pdf_hash": "", "abstract": [], "body_text": [ { "text": "With billions of individual pages on the web providing information on almost every conceivable topic, we should have the ability to collect facts that answer almost every conceivable question. However, only a small fraction of this information is contained in structured sources such as Wikidata; we are therefore limited by our ability to transform free-form text to structured knowledge. There is, however, another problem that has become the focus of a lot of recent research and media coverage: false information coming from unreliable sources.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Introduction", "sec_num": null }, { "text": "To ensure accuracy, any content must be verified. However, the volume of information precludes human moderators from doing so. Hence, it is paramount to research automated means to verify accuracy and consistency of information published online and the downstream systems (such as Question Answering, Search and Digital Personal Assistants) which rely on it.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Introduction", "sec_num": null }, { "text": "The fifth edition of the FEVER workshop collocated with ACL 2022 aims to continue promoting ongoing research in above area, following on from the first four collocated with EMNLP 2018, EMNLP 2019, ACL 2020, and EMNLP 2021 and three shared tasks in 2018, 2019, and 2021. This year's workshop consists of 3 oral and 7 poster presentations of accepted papers (66% overall acceptance rate), as well as presentations from 5 invited speakers. The workshop is held in hybrid mode with in-person and virtual poster sessions, live-streamed oral presentations and invited talks.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Introduction", "sec_num": null }, { "text": "The organisers would like to thank the authors of all submitted papers, the reviewers, and the invited speakers for their efforts, and we are looking forward to next year's edition. ", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Introduction", "sec_num": null } ], "back_matter": [ { "text": "Automatic Fake News Detection: Are current models \"fact-checking\" or\"gutchecking\"? Ian Kelk ", "cite_spans": [ { "start": 87, "end": 91, "text": "Kelk", "ref_id": null } ], "ref_spans": [], "eq_spans": [], "section": "annex", "sec_num": null } ], "bib_entries": { "BIBREF0": { "ref_id": "b0", "title": "Retrieval Data Augmentation Informed by Downstream Question Answering Performance James Ferguson, Hannaneh Hajishirzi, Pradeep Dasigi and Tushar Khot", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Retrieval Data Augmentation Informed by Downstream Question Answering Performance James Ferguson, Hannaneh Hajishirzi, Pradeep Dasigi and Tushar Khot . . . . . . . . . . . . . . . . . . . . . 1", "links": null }, "BIBREF1": { "ref_id": "b1", "title": "Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking Hongbin", "authors": [ { "first": "Xianghua", "middle": [], "last": "Lin", "suffix": "" }, { "first": ".", "middle": [ "." ], "last": "Fu", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking Hongbin Lin and Xianghua Fu . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6", "links": null }, "BIBREF3": { "ref_id": "b3", "title": "Automatic Fake News Detection: Are current models \"fact-checking\" or\"gut-checking", "authors": [ { "first": "Ian", "middle": [], "last": "Kelk", "suffix": "" }, { "first": "Benjamin", "middle": [], "last": "Basseri", "suffix": "" }, { "first": "Yi", "middle": [], "last": "Wee", "suffix": "" }, { "first": "Richard", "middle": [], "last": "Lee", "suffix": "" }, { "first": "Chris", "middle": [], "last": "Qiu", "suffix": "" }, { "first": "", "middle": [ ". . . . . . . . . . . . . . . ." ], "last": "Tanner", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Automatic Fake News Detection: Are current models \"fact-checking\" or\"gut-checking\"? Ian Kelk, Benjamin Basseri, Wee Yi Lee, Richard Qiu and Chris Tanner . . . . . . . . . . . . . . . . . . . . 29", "links": null }, "BIBREF4": { "ref_id": "b4", "title": "A Semantics-Aware Approach to Automated Claim Verification Blanca Calvo Figueras, Montse Cuadros Oller and Rodrigo Agerri", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "A Semantics-Aware Approach to Automated Claim Verification Blanca Calvo Figueras, Montse Cuadros Oller and Rodrigo Agerri . . . . . . . . . . . . . . . . . . . . . . . . . 37", "links": null }, "BIBREF5": { "ref_id": "b5", "title": "Enriching Social Media Rumour Verification with External Evidence John Dougrez-Lewis, Elena Kochkina, Miguel Arana-Catania, Maria Liakata and Yulan He", "authors": [ { "first": "", "middle": [], "last": "Phemeplus", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "PHEMEPlus: Enriching Social Media Rumour Verification with External Evidence John Dougrez-Lewis, Elena Kochkina, Miguel Arana-Catania, Maria Liakata and Yulan He . . 49", "links": null }, "BIBREF6": { "ref_id": "b6", "title": "XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference Bhavnick Singh Minhas, Anant Shankhdhar, Vivek Gupta, Divyanshu Aggarwal and Shuo Zhang", "authors": [], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "XInfoTabS: Evaluating Multilingual Tabular Natural Language Inference Bhavnick Singh Minhas, Anant Shankhdhar, Vivek Gupta, Divyanshu Aggarwal and Shuo Zhang", "links": null }, "BIBREF7": { "ref_id": "b7", "title": "Neural Machine Translation for Fact-checking Temporal Claims", "authors": [ { "first": "Marco", "middle": [], "last": "Mori", "suffix": "" }, { "first": "Paolo", "middle": [], "last": "Papotti", "suffix": "" }, { "first": "Luigi", "middle": [], "last": "Bellomarini", "suffix": "" }, { "first": ".", "middle": [ "." ], "last": "Oliver Giudice", "suffix": "" } ], "year": null, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Neural Machine Translation for Fact-checking Temporal Claims Marco Mori, Paolo Papotti, Luigi Bellomarini and Oliver Giudice . . . . . . . . . . . . . . . . . . . . . . . . . . 78", "links": null }, "BIBREF8": { "ref_id": "b8", "title": "Online poster session Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking Hongbin Lin and Xianghua Fu Distilling Salient Reviews with Zero Labels", "authors": [ { "first": "", "middle": [], "last": "Thursday", "suffix": "" } ], "year": 2022, "venue": "", "volume": "", "issue": "", "pages": "", "other_ids": {}, "num": null, "urls": [], "raw_text": "Thursday, May 26, 2022 (continued) 14:30 -15:00 Online poster session Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking Hongbin Lin and Xianghua Fu Distilling Salient Reviews with Zero Labels Chieh-Yang Huang, Jinfeng Li, Nikita Bhutani, Alexander Whedon, Estevam Hruschka and Yoshi Suhara", "links": null } }, "ref_entries": {} } }