Pramod Viswanath
3 papers in the PaperMetrix corpus
Papers by this author
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Embedding Syntax and Semantics of Prepositions via Tensor Decomposition
2018 · arXiv (Cornell University)
Prepositions are among the most frequent words in English and play complex roles in the syntax and semantics of sentences. Not surprisingly, they pose well-known difficulties in automatic processing of sentences (prepositional attachment ambiguities and …
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Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels
2019 · arXiv (Cornell University)
Designing codes that combat the noise in a communication medium has remained a significant area of research in information theory as well as wireless communications. Asymptotically optimal channel codes have been developed by mathematicians for …
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All-but-the-Top: Simple and Effective Postprocessing for Word Representations
2017 · arXiv (Cornell University)
Real-valued word representations have transformed NLP applications; popular examples are word2vec and GloVe, recognized for their ability to capture linguistic regularities. In this paper, we demonstrate a {\em very simple}, and yet counter-intuitive, postprocessing technique …