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Introducing two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness

The paper presents two novel datasets for the lowresource language Vietnamese to assess models of semantic similarity: ViCon comprises pairs of synonyms and antonyms across word classes, thus offering data to distinguish between similarity and dissimilarity. ViSim-400 provides degrees...

2S-Norm: A new score normalization for a GMM based text-independent speaker identification system

This paper presents a new score normalization method for speaker identification using Gaussian Mixture Model (GMM). The new GMM normalization method has two main advantages: (1) the thresholds are independent to dataset and mapped to the range of left...

Amazon’s next pillar is AI

Seattle-based Amazon is doubling down on AI for AWS and the ecosystem around its AI assistant, Alexa. It’s seeking to become the central provider for AI-as-a-service. But it’s not leaving retail behind either, running grocery, book, and convenience stores...

Apple strategy teardown

The maverick of personal computing is looking for its next big thing in spaces like healthcare, AR, and autonomous cars, all while keeping its lead in consumer hardware. With an uphill battle in AI, slowing growth in smartphones, and...

Vietnam AI landscape report 2018

The document is pleased to share with you an overview of AI technology, global AI landscape and AI ecosystem in Vietnam including players in the ecosystem and the state of AI companies in Vietnam. With a market of 96 million...

Adversarial Robustness: Theory and Practice

The recent push to adopt machine learning solutions in real-world settings gives rise to a major challenge: can we develop ML solutions that, instead of merely working “most of the time”, are truly reliable and robust? This tutorial will...

Dave the debater: A retrieval-based and generative argumentative dialogue agent

In this paper, authors explore the problem of developing an argumentative dialogue agent that can be able to discuss with human users on controversial topics. The authors describe two systems that use retrieval-based and generative models to make argumentative...

Attentive Neural Network for Named Entity Recognition in Vietnamese

Abstract The paper proposes an attentive neural network for the task of named entity recognition in Vietnamese. The proposed attentive neural model makes use of character-based language models and word embeddings to encode words as vector representations. A neural network...

Platform Scale: How an emerging business model helps startups build large empires with minimum...

Over the last decade or so, we're seeing the emergence of a new form of scale. Today's massively scaling startups - which rapidly grow to millions of users and billions in valuation - do not sell a product or...

Books that BA should not miss

The books mentioned in the titles are definitely those that Business Analyst (BA) should read to improve and widen the knowledge. 1. Guide to the Body of Knowledge Analysis Business (BABOK Guide) This is a document for Business Analyst "classic" by...

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