1 code implementation • 2 Mar 2020 • Amirsina Torfi, Rouzbeh A. Shirvani, Yaser Keneshloo, Nader Tavaf, Edward A. Fox
Natural Language Processing (NLP) helps empower intelligent machines by enhancing a better understanding of the human language for linguistic-based human-computer communication.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+3
5 code implementations • 5 Dec 2018 • Tian Shi, Yaser Keneshloo, Naren Ramakrishnan, Chandan K. Reddy
As part of this survey, we also develop an open source library, namely, Neural Abstractive Text Summarizer (NATS) toolkit, for the abstractive text summarization.
1 code implementation • 15 Oct 2018 • Yaser Keneshloo, Naren Ramakrishnan, Chandan K. Reddy
Deep neural networks are data hungry models and thus face difficulties when attempting to train on small text datasets.
3 code implementations • 24 May 2018 • Yaser Keneshloo, Tian Shi, Naren Ramakrishnan, Chandan K. Reddy
In this survey, we consider seq2seq problems from the RL point of view and provide a formulation combining the power of RL methods in decision-making with sequence-to-sequence models that enable remembering long-term memories.