Reagent: Converting Ordinary Webpages into Interactive Software Agents

10/27/2018
by   Mathew Peveler, et al.
0

We introduce Reagent, a technology that readily converts ordinary webpages containing structured data into software agents with which one can interact naturally, via a combination of speech and pointing. Previous efforts to make webpage content manipulable by third-party software components in browsers or desktop applications have generally relied upon specialized instrumentation included in the webpages -- a practice that neither scales well nor applies to pre-existing webpages. In contrast, Reagent automatically captures semantic details and semantically-meaningful mouse events from arbitrary webpages that contain no pre-existing special instrumentation. Reagent combines these events with text transcriptions of user speech to derive and execute parameterized commands representing human intent. Thus, users may request various visualization or analytic operations to be performed on data displayed on a page by speaking to it and/or pointing to elements within it. When unable to infer translations between event labels and human terminology, Reagent proactively asks users for definitions and adds them to its dictionary. We demonstrate Reagent in the context of a collection of pre-existing webpages that contain football team and player statistics.

READ FULL TEXT

page 1

page 2

page 3

research
04/07/2023

Generative Agents: Interactive Simulacra of Human Behavior

Believable proxies of human behavior can empower interactive application...
research
05/23/2023

SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres

Event-centric structured prediction involves predicting structured outpu...
research
03/07/2021

Adaptive Agent Architecture for Real-time Human-Agent Teaming

Teamwork is a set of interrelated reasoning, actions and behaviors of te...
research
10/05/2017

Semantic keyword spotting by learning from images and speech

We consider the problem of representing semantic concepts in speech by l...
research
05/23/2023

Validating Multimedia Content Moderation Software via Semantic Fusion

The exponential growth of social media platforms, such as Facebook and T...
research
03/30/2021

Pre-training for low resource speech-to-intent applications

Designing a speech-to-intent (S2I) agent which maps the users' spoken co...

Please sign up or login with your details

Forgot password? Click here to reset