2021年5月4日 – 2021年5月7日

Microsoft at ICLR 2021

地点： Virtual

微软研究院博客

A graphic depicting audio and video content items passing through an audio transformer layer and a video transformer layer, respectively, before being combined while passing through a multimodal transformer layer
微软研究院博客

| Yale Song

Understanding video is one of the most c…

An example of a multi-turn text-to-SQL task. The user query “Find the names of the top 3 highest sales books” corresponds to the formal program “SELECT title FROM book ORDER BY sale_amount DESC LIMIT 3”. The follow-up user query, “Who are their authors,” corresponds to the formal program “SELECT t1.title, t1.name FROM author AS t1 JOIN book AS t2 ON t1.id = t2.author_id ORDER BY t2.sale_amount DESC LIMIT 3”. In the corresponding database, there is an “Author” table with an “id” column, a “name” column, a “country” column, and an ellipsis signifying additional columns; a “Press” table with an “id” column, a “name” column, an “address” column, and an ellipsis signifying additional columns; and a “Book” table with an “id” column, a “title” column, an “author id” column, a “sale_amount” column, and an ellipsis signifying additional columns.
微软研究院博客

| Alex Polozov, Chris Meek, 和 Ahmed Awadallah

One key aspiration of AI is to develop n…

diagram
微软研究院博客

| Misha Khodak, Neil Tenenholtz, Lester Mackey, 和 Nicolo Fusi

From BiT (928 million parameters (opens …