FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3030091868> ?p ?o ?g. }

• W3030091868 abstract "Automated ways to extract stance (denying vs. supporting opinions) from conversations on social media are essential to advance opinion mining research. Recently, there is a renewed excitement in the field as we see new models attempting to improve the state-of-the-art. However, for training and evaluating the models, the datasets used are often small. Additionally, these small datasets have uneven class distributions, i.e., only a tiny fraction of the examples in the dataset have favoring or denying stances, and most other examples have no clear stance. Moreover, the existing datasets do not distinguish between the different types of conversations on social media (e.g., replying vs. quoting on Twitter). Because of this, models trained on one event do not generalize to other events. In the presented work, we create a new dataset by labeling stance in responses to posts on Twitter (both replies and quotes) on controversial issues. To the best of our knowledge, this is currently the largest human-labeled stance dataset for Twitter conversations with over 5200 stance labels. More importantly, we designed a tweet collection methodology that favors the selection of denial-type responses. This class is expected to be more useful in the identification of rumors and determining antagonistic relationships between users. Moreover, we include many baseline models for learning the stance in conversations and compare the performance of various models. We show that combining data from replies and quotes decreases the accuracy of models indicating that the two modalities behave differently when it comes to stance learning." @default.
• W3030091868 created "2020-06-05" @default.
• W3030091868 creator A5007782249 @default.
• W3030091868 creator A5050370761 @default.
• W3030091868 creator A5073715752 @default.
• W3030091868 creator A5085927300 @default.
• W3030091868 date "2020-01-15" @default.
• W3030091868 modified "2023-09-28" @default.
• W3030091868 title "Stance in Replies and Quotes (SRQ): A New Dataset For Learning Stance in Twitter Conversations." @default.
• W3030091868 cites W1906632846 @default.
• W3030091868 cites W1978394996 @default.
• W3030091868 cites W2096852181 @default.
• W3030091868 cites W2098181012 @default.
• W3030091868 cites W2098420572 @default.
• W3030091868 cites W2118677368 @default.
• W3030091868 cites W2250539671 @default.
• W3030091868 cites W2250730878 @default.
• W3030091868 cites W2281420995 @default.
• W3030091868 cites W2311343375 @default.
• W3030091868 cites W2347127863 @default.
• W3030091868 cites W2462365838 @default.
• W3030091868 cites W2469195965 @default.
• W3030091868 cites W2471548394 @default.
• W3030091868 cites W2774484786 @default.
• W3030091868 cites W2792053130 @default.
• W3030091868 cites W2901881888 @default.
• W3030091868 cites W2950720493 @default.
• W3030091868 cites W2950726992 @default.
• W3030091868 cites W2963605221 @default.
• W3030091868 cites W2963627077 @default.
• W3030091868 cites W3106003309 @default.
• W3030091868 doi "https://doi.org/10.5281/zenodo.3609277" @default.
• W3030091868 hasPublicationYear "2020" @default.
• W3030091868 type Work @default.
• W3030091868 sameAs 3030091868 @default.
• W3030091868 citedByCount "3" @default.
• W3030091868 countsByYear W30300918682020 @default.
• W3030091868 countsByYear W30300918682021 @default.
• W3030091868 crossrefType "posted-content" @default.
• W3030091868 hasAuthorship W3030091868A5007782249 @default.
• W3030091868 hasAuthorship W3030091868A5050370761 @default.
• W3030091868 hasAuthorship W3030091868A5073715752 @default.
• W3030091868 hasAuthorship W3030091868A5085927300 @default.
• W3030091868 hasConcept C11171543 @default.
• W3030091868 hasConcept C116834253 @default.
• W3030091868 hasConcept C119857082 @default.
• W3030091868 hasConcept C121332964 @default.
• W3030091868 hasConcept C136764020 @default.
• W3030091868 hasConcept C144024400 @default.
• W3030091868 hasConcept C154945302 @default.
• W3030091868 hasConcept C15744967 @default.
• W3030091868 hasConcept C2522767166 @default.
• W3030091868 hasConcept C2777212361 @default.
• W3030091868 hasConcept C2779662365 @default.
• W3030091868 hasConcept C2779903281 @default.
• W3030091868 hasConcept C2780900520 @default.
• W3030091868 hasConcept C36289849 @default.
• W3030091868 hasConcept C41008148 @default.
• W3030091868 hasConcept C518677369 @default.
• W3030091868 hasConcept C59822182 @default.
• W3030091868 hasConcept C62520636 @default.
• W3030091868 hasConcept C81917197 @default.
• W3030091868 hasConcept C86803240 @default.
• W3030091868 hasConceptScore W3030091868C11171543 @default.
• W3030091868 hasConceptScore W3030091868C116834253 @default.
• W3030091868 hasConceptScore W3030091868C119857082 @default.
• W3030091868 hasConceptScore W3030091868C121332964 @default.
• W3030091868 hasConceptScore W3030091868C136764020 @default.
• W3030091868 hasConceptScore W3030091868C144024400 @default.
• W3030091868 hasConceptScore W3030091868C154945302 @default.
• W3030091868 hasConceptScore W3030091868C15744967 @default.
• W3030091868 hasConceptScore W3030091868C2522767166 @default.
• W3030091868 hasConceptScore W3030091868C2777212361 @default.
• W3030091868 hasConceptScore W3030091868C2779662365 @default.
• W3030091868 hasConceptScore W3030091868C2779903281 @default.
• W3030091868 hasConceptScore W3030091868C2780900520 @default.
• W3030091868 hasConceptScore W3030091868C36289849 @default.
• W3030091868 hasConceptScore W3030091868C41008148 @default.
• W3030091868 hasConceptScore W3030091868C518677369 @default.
• W3030091868 hasConceptScore W3030091868C59822182 @default.
• W3030091868 hasConceptScore W3030091868C62520636 @default.
• W3030091868 hasConceptScore W3030091868C81917197 @default.
• W3030091868 hasConceptScore W3030091868C86803240 @default.
• W3030091868 hasLocation W30300918681 @default.
• W3030091868 hasOpenAccess W3030091868 @default.
• W3030091868 hasPrimaryLocation W30300918681 @default.
• W3030091868 hasRelatedWork W2070241949 @default.
• W3030091868 hasRelatedWork W2110785023 @default.
• W3030091868 hasRelatedWork W2149586224 @default.
• W3030091868 hasRelatedWork W2268188661 @default.
• W3030091868 hasRelatedWork W2296271104 @default.
• W3030091868 hasRelatedWork W2401044482 @default.
• W3030091868 hasRelatedWork W2406537964 @default.
• W3030091868 hasRelatedWork W2518413782 @default.
• W3030091868 hasRelatedWork W2572678359 @default.
• W3030091868 hasRelatedWork W2586532980 @default.
• W3030091868 hasRelatedWork W2886444838 @default.
• W3030091868 hasRelatedWork W2953468243 @default.
• W3030091868 hasRelatedWork W2963627077 @default.
• W3030091868 hasRelatedWork W2974387227 @default.

• next