One embedder, any task: Instruction-finetuned text embeddings
We introduce INSTRUCTOR, a new method for computing text embeddings given task
instructions: every text input is embedded together with instructions explaining the use case …
instructions: every text input is embedded together with instructions explaining the use case …
Bug severity prediction using question-and-answer pairs from stack overflow
Nowadays, bugs have been common in most software systems. For large-scale software
projects, developers usually conduct software maintenance tasks by utilizing software …
projects, developers usually conduct software maintenance tasks by utilizing software …
Duplicate question detection with deep learning in stack overflow
L Wang, L Zhang, J Jiang - IEEE Access, 2020 - ieeexplore.ieee.org
Stack Overflow is a popular Community-based Question Answer (CQA) website focused on
software programming and has attracted more and more users in recent years. However …
software programming and has attracted more and more users in recent years. However …
I know what you are searching for: Code snippet recommendation from stack overflow posts
Stack Overflow has been heavily used by software developers to seek programming-related
information. More and more developers use Community Question and Answer forums, such …
information. More and more developers use Community Question and Answer forums, such …
Analyzing techniques for duplicate question detection on Q&A websites for game developers
Game development is currently the largest industry in the entertainment segment and has a
high demand for skilled game developers that can produce high-quality games. To satiate …
high demand for skilled game developers that can produce high-quality games. To satiate …
Recommending comprehensive solutions for programming tasks by mining crowd knowledge
Developers often search for relevant code examples on the web for their programming tasks.
Unfortunately, they face two major problems. First, the search is impaired due to a lexical …
Unfortunately, they face two major problems. First, the search is impaired due to a lexical …
Multilayer convolutional neural network to filter low quality content from quora
PK Roy - Neural Processing Letters, 2020 - Springer
Question answering (QA) websites now play a crucial role in meeting Internet users'
information needs. Quora is a growing QA platform where users get quick answers to their …
information needs. Quora is a growing QA platform where users get quick answers to their …
Detecting duplicate questions in stack overflow via deep learning approaches
L Wang, L Zhang, J Jiang - 2019 26th Asia-Pacific Software …, 2019 - ieeexplore.ieee.org
Stack Overflow is a popular question and answer website based on the software
programming. Different users often ask the same questions in different ways, resulting in a …
programming. Different users often ask the same questions in different ways, resulting in a …
[PDF][PDF] Strengthening Sentence Similarity Identification Through OpenAI Embeddings and Deep Learning.
Discovering similarity between sentences can be beneficial to a variety of systems, including
chatbots for customer support, educational platforms, e-commerce customer inquiries, and …
chatbots for customer support, educational platforms, e-commerce customer inquiries, and …
Using cognition to resolve duplicacy issues in socially connected healthcare for smart cities
A Kumar - Computer Communications, 2020 - Elsevier
Social web has transformed healthcare communication as patients reach out to seek support
and advice by connecting with other patients, caregivers and healthcare professionals. The …
and advice by connecting with other patients, caregivers and healthcare professionals. The …