FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898265521> ?p ?o ?g. }

• W2898265521 abstract "We consider the problem of automatically generating textual paraphrases with modified attributes or stylistic properties, focusing on the setting without parallel data (Hu et al., 2017; Shen et al., 2017). This setting poses challenges for learning and evaluation. We show that the metric of post-transfer classification accuracy is insufficient on its own, and propose additional metrics based on semantic content preservation and fluency. For reliable evaluation, all three metric categories must be taken into account. We contribute new loss functions and training strategies to address the new metrics. Semantic preservation is addressed by adding a cyclic consistency loss and a loss based on paraphrase pairs, while fluency is improved by integrating losses based on style-specific language models. Automatic and manual evaluation show large improvements over the baseline method of Shen et al. (2017). Our hope is that these losses and metrics can be general and useful tools for a range of textual transfer settings without parallel corpora." @default.
• W2898265521 created "2018-11-02" @default.
• W2898265521 creator A5081022650 @default.
• W2898265521 creator A5087407661 @default.
• W2898265521 date "2018-10-28" @default.
• W2898265521 modified "2023-09-27" @default.
• W2898265521 title "Learning Criteria and Evaluation Metrics for Textual Transfer between Non-Parallel Corpora." @default.
• W2898265521 cites W10957333 @default.
• W2898265521 cites W1522301498 @default.
• W2898265521 cites W1924770834 @default.
• W2898265521 cites W2099471712 @default.
• W2898265521 cites W2101105183 @default.
• W2898265521 cites W2114584278 @default.
• W2898265521 cites W2133459682 @default.
• W2898265521 cites W2250539671 @default.
• W2898265521 cites W2467834614 @default.
• W2898265521 cites W2601324753 @default.
• W2898265521 cites W2605287558 @default.
• W2898265521 cites W2735642330 @default.
• W2898265521 cites W2750699642 @default.
• W2898265521 cites W2765961751 @default.
• W2898265521 cites W2766182427 @default.
• W2898265521 cites W2767368215 @default.
• W2898265521 cites W2798851324 @default.
• W2898265521 cites W2801454967 @default.
• W2898265521 cites W2805041018 @default.
• W2898265521 cites W2891641674 @default.
• W2898265521 cites W2949433733 @default.
• W2898265521 cites W2949541494 @default.
• W2898265521 cites W2951520714 @default.
• W2898265521 cites W2952886204 @default.
• W2898265521 cites W2962784628 @default.
• W2898265521 cites W2963366196 @default.
• W2898265521 cites W2963581000 @default.
• W2898265521 cites W2963667126 @default.
• W2898265521 cites W2964008635 @default.
• W2898265521 cites W2964212550 @default.
• W2898265521 cites W2964268978 @default.
• W2898265521 cites W2964321064 @default.
• W2898265521 hasPublicationYear "2018" @default.
• W2898265521 type Work @default.
• W2898265521 sameAs 2898265521 @default.
• W2898265521 citedByCount "3" @default.
• W2898265521 countsByYear W28982655212019 @default.
• W2898265521 countsByYear W28982655212020 @default.
• W2898265521 crossrefType "posted-content" @default.
• W2898265521 hasAuthorship W2898265521A5081022650 @default.
• W2898265521 hasAuthorship W2898265521A5087407661 @default.
• W2898265521 hasConcept C119857082 @default.
• W2898265521 hasConcept C138885662 @default.
• W2898265521 hasConcept C150899416 @default.
• W2898265521 hasConcept C154945302 @default.
• W2898265521 hasConcept C159985019 @default.
• W2898265521 hasConcept C162324750 @default.
• W2898265521 hasConcept C173608175 @default.
• W2898265521 hasConcept C176217482 @default.
• W2898265521 hasConcept C192562407 @default.
• W2898265521 hasConcept C204321447 @default.
• W2898265521 hasConcept C204323151 @default.
• W2898265521 hasConcept C21547014 @default.
• W2898265521 hasConcept C23123220 @default.
• W2898265521 hasConcept C2776175482 @default.
• W2898265521 hasConcept C2776436953 @default.
• W2898265521 hasConcept C2777413886 @default.
• W2898265521 hasConcept C2780922921 @default.
• W2898265521 hasConcept C41008148 @default.
• W2898265521 hasConcept C41895202 @default.
• W2898265521 hasConceptScore W2898265521C119857082 @default.
• W2898265521 hasConceptScore W2898265521C138885662 @default.
• W2898265521 hasConceptScore W2898265521C150899416 @default.
• W2898265521 hasConceptScore W2898265521C154945302 @default.
• W2898265521 hasConceptScore W2898265521C159985019 @default.
• W2898265521 hasConceptScore W2898265521C162324750 @default.
• W2898265521 hasConceptScore W2898265521C173608175 @default.
• W2898265521 hasConceptScore W2898265521C176217482 @default.
• W2898265521 hasConceptScore W2898265521C192562407 @default.
• W2898265521 hasConceptScore W2898265521C204321447 @default.
• W2898265521 hasConceptScore W2898265521C204323151 @default.
• W2898265521 hasConceptScore W2898265521C21547014 @default.
• W2898265521 hasConceptScore W2898265521C23123220 @default.
• W2898265521 hasConceptScore W2898265521C2776175482 @default.
• W2898265521 hasConceptScore W2898265521C2776436953 @default.
• W2898265521 hasConceptScore W2898265521C2777413886 @default.
• W2898265521 hasConceptScore W2898265521C2780922921 @default.
• W2898265521 hasConceptScore W2898265521C41008148 @default.
• W2898265521 hasConceptScore W2898265521C41895202 @default.
• W2898265521 hasLocation W28982655211 @default.
• W2898265521 hasOpenAccess W2898265521 @default.
• W2898265521 hasPrimaryLocation W28982655211 @default.
• W2898265521 hasRelatedWork W1581881938 @default.
• W2898265521 hasRelatedWork W1711636408 @default.
• W2898265521 hasRelatedWork W2130324521 @default.
• W2898265521 hasRelatedWork W2132094384 @default.
• W2898265521 hasRelatedWork W2210601916 @default.
• W2898265521 hasRelatedWork W2250805287 @default.
• W2898265521 hasRelatedWork W2589222061 @default.
• W2898265521 hasRelatedWork W2743897998 @default.
• W2898265521 hasRelatedWork W2803946715 @default.
• W2898265521 hasRelatedWork W2890819326 @default.
• W2898265521 hasRelatedWork W2995417652 @default.

• next