no code implementations • ACL 2017 • Shruti Rijhwani, Royal Sequiera, Monojit Choudhury, Kalika Bali, Ch Maddila, ra Shekhar
Word-level language detection is necessary for analyzing code-switched text, where multiple languages could be mixed within a sentence.
no code implementations • 25 Jul 2017 • Jinfeng Rao, Hua He, Haotian Zhang, Ferhan Ture, Royal Sequiera, Salman Mohammed, Jimmy Lin
To our knowledge, we are the first to integrate lexical and temporal signals in an end-to-end neural network architecture, in which existing neural ranking models are used to generate query-document similarity vectors that feed into a bidirectional LSTM layer for temporal modeling.
no code implementations • 25 Jul 2017 • Royal Sequiera, Gaurav Baruah, Zhucheng Tu, Salman Mohammed, Jinfeng Rao, Haotian Zhang, Jimmy Lin
Most work on natural language question answering today focuses on answer selection: given a candidate list of sentences, determine which contains the answer.