Search Results for author: Dennis Singh Moirangthem

Found 4 papers, 2 papers with code

Attentively Embracing Noise for Robust Latent Representation in BERT

1 code implementation COLING 2020 Gwenaelle Cunha Sergio, Dennis Singh Moirangthem, Minho Lee

We propose using all encoded transformer tokens and further encode them using a novel attentive embracement layer and multi-head attention layer.

Automatic Speech Recognition Chatbot +6

Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network

no code implementations WS 2018 Dennis Singh Moirangthem, Minho Lee

Recently, intelligent dialog systems and smart assistants have attracted the attention of many, and development of novel dialogue agents have become a research challenge.

Representation Learning

Human Action Generation with Generative Adversarial Networks

2 code implementations26 May 2018 Mohammad Ahangar Kiasari, Dennis Singh Moirangthem, Minho Lee

Inspired by the recent advances in generative models, we introduce a human action generation model in order to generate a consecutive sequence of human motions to formulate novel actions.

Action Generation

Representing Compositionality based on Multiple Timescales Gated Recurrent Neural Networks with Adaptive Temporal Hierarchy for Character-Level Language Models

no code implementations WS 2017 Dennis Singh Moirangthem, Jegyung Son, Minho Lee

The proposed model incorporates a biologically inspired temporal hierarchy in the architecture for representing multiple compositions of language in order to handle longer sequences for the character-level language model.

Language Modelling Representation Learning

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