AI Research Summaries
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Improving Diversity Through Recommendation Systems In Machine Learning and AI
Every day you are being influenced by machine learning and AI recommendation algorithms. What you consume on social media through Facebook, Twitter,…
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Explainable AI: Application of Shapely Values in Marketing Analytics
Recently, I stumbled upon a white paper, which talked about the latest in AI applications in Marketing Analytics. It specifically talked about…
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How To Get Started With Graph Machine Learning
This blog is a part of my “deep learning update” series and I want to open it up with a question: What have I…
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Advanced Forecasting Using Bayesian Diffusion Modeling
Across all areas of data science there is huge demand for innovative modeling solutions aimed at forecasting and elucidating dynamic phenomena. High…
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On Transformers, TimeSformers, And Attention
Transformers are a very powerful Deep Learning model that has been able to become a standard in many Natural Language Processing tasks…
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State-of-the-art Approaches to Building Open-Domain Conversational Agents
We’ve carefully curated and summarized the most interesting research papers introducing meaningful, engaging, and persona-consistent chatbots.
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Key Research Advances in Building Task-Oriented Dialog Agents
We’ve summarized the recently introduced research papers that propose the most effective solutions for building state-of-the-art task-oriented dialog systems.
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New Ways to Evaluate Open-Domain Conversational Agents
We summarize some of the most promising recently introduced approaches to the automated evaluation of open-domain conversational agents.
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Novel Datasets For Open-Domain & Task-Oriented Dialogs
We summarize the research papers that introduce novel datasets for training and evaluating open-domain and task-oriented dialog systems.
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Novel AI Approaches For Marketing & Advertising
Marketing and advertising are some of the functional areas where AI is expected to drive the most ROI for enterprises. Unfortunately, the…
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