AI Research Summaries
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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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State-Of-The-Art Approaches to Attribution in Marketing
We have summarized for you seven recently introduced approaches to performing multi-touch attribution. These methods produce much more reasonable credit allocation and…
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