FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204035899> ?p ?o ?g. }

• W3204035899 abstract "Unified opinion role labeling (ORL) aims to detect all possible opinion structures of `opinion-holder-target' in one shot, given a text. The existing transition-based unified method, unfortunately, is subject to longer opinion terms and fails to solve the term overlap issue. Current top performance has been achieved by employing the span-based graph model, which however still suffers from both high model complexity and insufficient interaction among opinions and roles. In this work, we investigate a novel solution by revisiting the transition architecture, and augment it with a pointer network (PointNet). The framework parses out all opinion structures in linear-time complexity, meanwhile breaks through the limitation of any length of terms with PointNet. To achieve the explicit opinion-role interactions, we further propose a unified dependency-opinion graph (UDOG), co-modeling the syntactic dependency structure and the partial opinion-role structure. We then devise a relation-centered graph aggregator (RCGA) to encode the multi-relational UDOG, where the resulting high-order representations are used to promote the predictions in the vanilla transition system. Our model achieves new state-of-the-art results on the MPQA benchmark. Analyses further demonstrate the superiority of our methods on both efficacy and efficiency." @default.
• W3204035899 created "2021-10-11" @default.
• W3204035899 creator A5058877618 @default.
• W3204035899 creator A5089517967 @default.
• W3204035899 date "2021-10-05" @default.
• W3204035899 modified "2023-09-26" @default.
• W3204035899 title "Neural Transition System for End-to-End Opinion Role Labeling." @default.
• W3204035899 cites W1581485226 @default.
• W3204035899 cites W1675450783 @default.
• W3204035899 cites W2011450768 @default.
• W3204035899 cites W2014902591 @default.
• W3204035899 cites W2097726431 @default.
• W3204035899 cites W2108287887 @default.
• W3204035899 cites W2250539671 @default.
• W3204035899 cites W2507756961 @default.
• W3204035899 cites W2511598956 @default.
• W3204035899 cites W2513634304 @default.
• W3204035899 cites W2600702321 @default.
• W3204035899 cites W2788802649 @default.
• W3204035899 cites W2798734500 @default.
• W3204035899 cites W2798778171 @default.
• W3204035899 cites W2894944861 @default.
• W3204035899 cites W2921140414 @default.
• W3204035899 cites W2949952998 @default.
• W3204035899 cites W2952280064 @default.
• W3204035899 cites W2963341956 @default.
• W3204035899 cites W2963571341 @default.
• W3204035899 cites W2963888891 @default.
• W3204035899 cites W2998054581 @default.
• W3204035899 cites W3034438872 @default.
• W3204035899 cites W3035101819 @default.
• W3204035899 cites W3035246734 @default.
• W3204035899 cites W3035537500 @default.
• W3204035899 cites W3100841630 @default.
• W3204035899 cites W3104990845 @default.
• W3204035899 cites W3158792863 @default.
• W3204035899 cites W3169499208 @default.
• W3204035899 cites W3175516555 @default.
• W3204035899 cites W3176138405 @default.
• W3204035899 cites W3176549752 @default.
• W3204035899 cites W3176971429 @default.
• W3204035899 cites W3190684574 @default.
• W3204035899 cites W86604388 @default.
• W3204035899 hasPublicationYear "2021" @default.
• W3204035899 type Work @default.
• W3204035899 sameAs 3204035899 @default.
• W3204035899 citedByCount "0" @default.
• W3204035899 crossrefType "posted-content" @default.
• W3204035899 hasAuthorship W3204035899A5058877618 @default.
• W3204035899 hasAuthorship W3204035899A5089517967 @default.
• W3204035899 hasConcept C104317684 @default.
• W3204035899 hasConcept C132525143 @default.
• W3204035899 hasConcept C13280743 @default.
• W3204035899 hasConcept C150202949 @default.
• W3204035899 hasConcept C154945302 @default.
• W3204035899 hasConcept C185592680 @default.
• W3204035899 hasConcept C185798385 @default.
• W3204035899 hasConcept C194232998 @default.
• W3204035899 hasConcept C205649164 @default.
• W3204035899 hasConcept C41008148 @default.
• W3204035899 hasConcept C55493867 @default.
• W3204035899 hasConcept C66746571 @default.
• W3204035899 hasConcept C80444323 @default.
• W3204035899 hasConceptScore W3204035899C104317684 @default.
• W3204035899 hasConceptScore W3204035899C132525143 @default.
• W3204035899 hasConceptScore W3204035899C13280743 @default.
• W3204035899 hasConceptScore W3204035899C150202949 @default.
• W3204035899 hasConceptScore W3204035899C154945302 @default.
• W3204035899 hasConceptScore W3204035899C185592680 @default.
• W3204035899 hasConceptScore W3204035899C185798385 @default.
• W3204035899 hasConceptScore W3204035899C194232998 @default.
• W3204035899 hasConceptScore W3204035899C205649164 @default.
• W3204035899 hasConceptScore W3204035899C41008148 @default.
• W3204035899 hasConceptScore W3204035899C55493867 @default.
• W3204035899 hasConceptScore W3204035899C66746571 @default.
• W3204035899 hasConceptScore W3204035899C80444323 @default.
• W3204035899 hasOpenAccess W3204035899 @default.
• W3204035899 hasRelatedWork W1996191381 @default.
• W3204035899 hasRelatedWork W2123149341 @default.
• W3204035899 hasRelatedWork W2152593801 @default.
• W3204035899 hasRelatedWork W2158498053 @default.
• W3204035899 hasRelatedWork W2548952790 @default.
• W3204035899 hasRelatedWork W2621208200 @default.
• W3204035899 hasRelatedWork W2789609995 @default.
• W3204035899 hasRelatedWork W2805839492 @default.
• W3204035899 hasRelatedWork W2947231073 @default.
• W3204035899 hasRelatedWork W2948433653 @default.
• W3204035899 hasRelatedWork W2963130851 @default.
• W3204035899 hasRelatedWork W2971419863 @default.
• W3204035899 hasRelatedWork W2977132808 @default.
• W3204035899 hasRelatedWork W2983987699 @default.
• W3204035899 hasRelatedWork W2997617245 @default.
• W3204035899 hasRelatedWork W3006500814 @default.
• W3204035899 hasRelatedWork W3111003906 @default.
• W3204035899 hasRelatedWork W3147215765 @default.
• W3204035899 hasRelatedWork W3156393901 @default.
• W3204035899 hasRelatedWork W3168169499 @default.
• W3204035899 isParatext "false" @default.
• W3204035899 isRetracted "false" @default.
• W3204035899 magId "3204035899" @default.

• next