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Dec 7, 2021 · In other words, incremental automation is good. It’s the “automate first, ask questions later” (or never) approach that tends to exacerbate underlying issues. This approach tends to treat automation as purely a technical matter. The mindset sounds well-intentioned: “Let’s solve this problem with technology!”
Apr 28, 2020 · Information retrieval-based question answering (IR QA) systems find and extract a text segment from a large collection of documents. The collection can be as vast as the entire web (open domain) or as specific as a company’s Confluence documents (closed domain). Contemporary IR QA systems first identify the most relevant documents in the ...
Nov 12, 2018 · As to other question types (general, Wh-questions, choice questions), the algorithm could be applied after some adjustments. Also, some ideas could be reused to create your own approach. Main Factoid Question Answering Approach. Typically, a question answering system consists of several logical blocks: Data source, Information retrieval (IR ...
Jan 30, 2023 · Question generation in natural language has a wide variety of applications. It can be a helpful tool for chatbots for generating interesting questions as also for automating the process of question generation from a piece of text. Most modern-day systems, which are conversational, require question generation ability for identifying the user’s needs and serving customers better. Generating ...
Apr 13, 2018 · Implement First, Ask Questions Later (or Not at All) Companies used to spend years clarifying business requirements before they would even think of launching new software. Today, cheaper cloud-based apps mean that implementation decisions are made on the fly — and there’s no going back. Facebook Inc. founder Mark Zuckerberg nicely ...
Jun 17, 2018 · Our approach to generating question-answer pairs from text is a two-stage process: in the first stage we select the most relevant and appropriate candidate answer, i.e., the pivotal answer, using an answer selection module, and in the second stage we encode the answer span in the sentence and use a sequence to sequence model with a rich set of linguistic features to generate questions for the ...
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Jan 1, 2005 · The main approaches to automation are the classification of questions, rules for forming a response template, and a vector model of the search engine for a collection of possible answers. The core ...
