Kartik Talamadupula
3 papers in the PaperMetrix corpus
Papers by this author
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Type-augmented Relation Prediction in Knowledge Graphs
2020 · arXiv (Cornell University)
Knowledge graphs (KGs) are of great importance to many real world applications, but they generally suffer from incomplete information in the form of missing relations between entities. Knowledge graph completion (also known as relation prediction) …
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Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation
2017 · Proceedings of the AAAI Conference on Artificial Intelligence
We introduce a new class of models called multiresolution recurrent neural networks, which explicitly model natural language generation at multiple levels of abstraction. The models extend the sequence-to-sequence framework to generate two parallel stochastic processes: …
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Improving Natural Language Inference Using External Knowledge in the Science Questions Domain
2019 · Proceedings of the AAAI Conference on Artificial Intelligence
Natural Language Inference (NLI) is fundamental to many Natural Language Processing (NLP) applications including semantic search and question answering. The NLI problem has gained significant attention due to the release of large scale, challenging datasets. …