From Research to Production: How Our AI Helps Businesses
After working at Coveo for the last six months, I must say that it is the best place to conduct machine learning experimentation and develop concrete AI solutions for businesses.…
AI Labs
Our mission is to develop AI applied to key business problems while pursuing bold ideas in key areas, from natural language (NLP/NLU) to machine learning operations (MLOps).
Semantic Similarity Matching Using Contextualized Representations (In a Nutshell)
Semantic similarity matching between texts is one of the sub-tasks of Natural Language Understanding (NLU). It has a wide range of applications, such as informal retrieval, question answering, and paraphrase…
The Coveo Data Challenge: Aftermath of SIGIR Ecom 2021
The 2021 edition of SIGIR eCom is just past us. As typical for one of the leading venues for Information Retrieval in ecommerce, we had the chance to listen to…
3 Steps to Overcoming AI Trust Issues in Ecommerce
In a previous article we addressed how, despite having machine learning, digital merchandisers are forced into manually managing synonyms. We showed how it is tedious, laborious, non-scalable – and error-prone.…
Coveo at NAACL 2021
For those of you keeping track of where Coveo’s research scientists are presenting – we are thrilled (and proud) to announce that Coveo will be at NAACL 2021 with two…
This Year’s Research From WSDM: Lessons for eCommerce
The WSDM (pronounced “wisdom”) conference was scheduled to be in Tel Aviv this year, but as with everything else, it ended up being turned into yet-another-zoom-week for all participants. Virtual…
Coveo Hosts SIGIR Ecom Data Challenge
As devoted readers know, we often remark that a huge portion of Ecommerce research is hardly relevant for practitioners outside of the few retail giants who lead the space. This…
The Sunny Side of Conversion: How Local Climate Influences Shopping Behavior
We don’t need sophisticated Machine Learning to know that many products in Ecommerce are seasonal – we buy swimsuits in the summer and jackets in the winter, scuba diving equipment…
News from the Trenches: Our opinionated digest of AI events in December
In early December, we had the chance to remotely attend two major events in the AI community: COLING and NeurIPS. As is usually the case with conferences, both COLING and…
Sharing Is Caring: Our First Dataset Release for The AI Community
Today, we are beyond thrilled to announce the release of our first anonymous shopping dataset to the AI community. This release follows the recent publication of our article on intent…