Multi-hop fact checking of political claims
WebWe: 1) construct a small annotated dataset, PolitiHop, of evidence sentences for claim verification; 2) compare it to existing multi-hop datasets; and 3) study how to transfer … Webscreen’ fact-checking of major political events via a mobile app. Fact-checkers use the platform to respond to dubious claims in real time, issuing either a capsule summary from a previous fact-check, or, for new claims, a ‘quick take’ adding context. Its first public test came during the 2024 State of the Union
Multi-hop fact checking of political claims
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WebMulti-Hop Fact Checking of Political Claims (English). 0 references. main subject Web10 sept. 2024 · Recently, novel multi-hop models and datasets have been introduced to achieve more complex natural language reasoning with neural networks. One notable …
Web7 sept. 2024 · FACTIFY is notably the largest multimodal fact verification public dataset consisting of 50K data points, covering news from India and the US, and contains images, textual claims, reference textual documents and images labeled with three broad categories namely - support, no-evidence, and refute. 17 PDF View 2 excerpts, cites background WebDOI: 10.24963/ijcai.2024/536 Corpus ID: 221655732; Multi-Hop Fact Checking of Political Claims @inproceedings{Ostrowski2024MultiHopFC, title={Multi-Hop Fact Checking of Political Claims}, author={Wojciech Ostrowski and Arnav Arora and Pepa Atanasova and Isabelle Augenstein}, booktitle={International Joint Conference on Artificial Intelligence}, …
Web1 nov. 2024 · Moreover, most of the 3/4-hop claims are written in multiple sentences, which adds to the complexity of understanding long-range dependency relations such as coreference. ... This work shows that current systems for FEVER are vulnerable to three categories of realistic challenges for fact-checking – multiple propositions, temporal … WebSimilarly, for the FEVER fact-checking task, which asks to fact- check against Wikipedia, it has been shown that multi-hop reasoning (Transformer-XH) over the sentences of the target article can help (Zhao et al., 2024), an observation that was further conrmed in the context of fact-checking political claims (Os- trowski et al.,2024).
WebWe study the fact-checking problem, which aims to identify the veracity of a given claim. Specifically, we focus on the task of Fact Extraction and VERification (FEVER) and its accompanied dataset.
Web4 oct. 2024 · The task is formulated as follows: given a check-worthy claim as input, and having a database of previously fact-checked claims, it consists in determining if any of the claims in the database is related to the input; in this case, the new claim would not need fact-checking again, as it was fact-checked in the past. ... 106 claims: Politics ... chichester university sports centreWebHere, we study more complex claim verification of naturally occurring claims with multiple hops over interconnected evidence chunks. We: 1) construct a small annotated dataset, … chichester urologyWebMulti-Hop Fact Checking of Political Claims . Recent work has proposed multi-hop models and datasets for studying complex natural language reasoning. One notable task requiring multi-hop reasoning is fact checking, where a set of connected evidence pieces leads to the final verdict of a claim. However, existing datasets either do not provide ... chichester vacanciesWeb7 sept. 2024 · We contribute the largest publicly available dataset of naturally occurring factual claims for the purpose of automatic claim verification. It is collected from 26 fact … chichester university student accommodationWebPDF Recent work has proposed multi-hop models and datasets for studying complex natural language reasoning. One notable task requiring multi-hop reasoning is fact checking, where a set of connected evidence pieces leads to the final verdict of a claim. However, existing datasets either do not provide annotations for gold evidence pages, or … chichester university teacher trainingWeb15 apr. 2024 · Traditional approaches to mitigate these issues is to use manual or automatic fact-checking. Recently, another approach has emerged: checking whether the input … google maps haifaWebsoning. One notable task requiring multi-hop rea-soning is fact checking, where a set of connected evidence pieces leads to the final verdict of a claim. However, existing … google maps haifa israel