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- W2740479527 abstract "Coreference resolution task demands comprehending a discourse, especially for anaphoric mentions which require semantic information for resolving antecedents. We investigate into how memory networks can be helpful for coreference resolution when posed as question answering problem. The comprehension capability of memory networks assists coreference resolution, particularly for the mentions that require semantic and context information. We experiment memory networks for coreference resolution, with 4 synthetic datasets generated for coreference resolution with varying difficulty levels. Our system’s performance is compared with a traditional coreference resolution system to show why memory network can be promising for coreference resolution." @default.
- W2740479527 created "2017-08-08" @default.
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- W2740479527 date "2017-01-01" @default.
- W2740479527 modified "2023-09-25" @default.
- W2740479527 title "Towards Harnessing Memory Networks for Coreference Resolution" @default.
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- W2740479527 doi "https://doi.org/10.18653/v1/w17-2605" @default.
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