Our team reviewed the papers accepted to NeurIPS 2020 and shortlisted the most interesting ones across different research areas. Here are the topics we cover: Natural Language Processing & Conversational AIComputer VisionReinforcement Learning & MoreTackling COVID-19 with AI & Machine Learning If you’re interested in the remarkable keynote presentations, … [Read more...] about How AI Researchers Are Tackling COVID-19
NeurIPS 2020: Key Research Papers in Reinforcement Learning and More
Our team reviewed the papers accepted to NeurIPS 2020 and shortlisted the most interesting ones across different research areas. Here are the topics we cover: Natural Language Processing & Conversational AIComputer VisionReinforcement Learning & MoreTackling COVID-19 with AI & Machine Learning If you’re interested in the remarkable keynote presentations, … [Read more...] about NeurIPS 2020: Key Research Papers in Reinforcement Learning and More
TOPBOTS Guide to NeurIPS 2020
This year’s Annual Conference on Neural Information Processing (NeurIPS 2020) is held 100% virtually from December 6th to 12th, 2020. Historically NeurIPS sells out quickly and can be a challenge to register for. But, this year’s virtual format welcomes everyone with an affordable ticket price of $100. 2020 is our third year of TOPBOTS covering the conference. To … [Read more...] about TOPBOTS Guide to NeurIPS 2020
Evaluation Metrics For Dialog Systems
Evaluation is a crucial part of the dialog system development process. Human judgment is considered a gold standard for the evaluation of dialog agents. However, this is also a very expensive and time-intensive approach. Thus, researchers mostly rely on automatic metrics when developing dialog systems. In this article, we’ll introduce a brief overview of the key evaluation … [Read more...] about Evaluation Metrics For Dialog Systems
Key Dialog Datasets: Overview and Critique
To build a state-of-the-art dialog system, you need challenging tasks for model training and evaluation. There are numerous dialog datasets that assist researchers in building task-oriented and chit-chat dialog agents. In particular, the Facebook Research team has introduced a framework, called ParlAI (pronounced par-lay), where they’ve gathered together 80+ popular dialog … [Read more...] about Key Dialog Datasets: Overview and Critique
Task-Oriented Dialog Agents: Recent Advances and Challenges
Hotel bookings, weather queries, restaurant reservations – chatbots and virtual assistants seem to be the perfect solution for these kinds of routine inquiries. Not surprisingly, task-oriented dialog systems that support these chatbots have become a hot topic in the AI and NLP research community. In this article, we will review the recent research breakthroughs in … [Read more...] about Task-Oriented Dialog Agents: Recent Advances and Challenges
Best Research Papers From ICML 2020
This year’s virtual ICML conference hosted 10800+ attendees from 75 countries. Apparently, the virtual format makes big research conferences such as ICML more accessible to the AI community all over the world. With almost 5000 research papers submitted to ICML 2020 and an acceptance rate of 21.8%, a total of 1088 papers were presented at the conference. As usual, the … [Read more...] about Best Research Papers From ICML 2020
7 AI Companies Revolutionizing Recruiting
HireVue Coding Assessment AI won’t take the "human" out of HR, but applying novel machine learning capabilities can eliminate repetitive and monotonous activities in recruiting and talent management. The power of automation is based on being able to design and reimagine the daily processes that organizations rely on. However, to adopt new technologies effectively, … [Read more...] about 7 AI Companies Revolutionizing Recruiting
Best Research Papers From ACL 2020
ACL is the leading conference in the field of natural language processing (NLP), covering a broad spectrum of research areas in computational linguistics. Due to the COVID-19 risks, ACL 2020 took place 100% virtually, similar to other big academic conferences of this year. However, as always, it was the best place to learn about the latest NLP research trends and … [Read more...] about Best Research Papers From ACL 2020
These 10 Companies Are Transforming Marketing With AI
Traditional marketing tools lack the flexibility, scalability, and comprehensiveness to address many of the challenges faced by modern companies. With growing digitization and an always-online audience, more marketing teams now require artificial intelligence (AI) to stay competitive. Before rushing to hire a data science team, you need to evaluate the third-party AI … [Read more...] about These 10 Companies Are Transforming Marketing With AI