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08/31/2023
Can Programming Languages Boost Each Other via Instruction Tuning?
When human programmers have mastered a programming language, it would be...
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07/28/2023
Private-Library-Oriented Code Generation with Large Language Models
Large language models (LLMs), such as Codex and GPT-4, have recently sho...
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07/18/2023
Multi-stage Neural Networks: Function Approximator of Machine Precision
Deep learning techniques are increasingly applied to scientific problems...
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04/15/2023
Hierarchical and Contrastive Representation Learning for Knowledge-aware Recommendation
Incorporating knowledge graph into recommendation is an effective way to...
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12/19/2022
Large Language Models Meet NL2Code: A Survey
The task of generating code from a natural language description, or NL2C...
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10/31/2022
When Language Model Meets Private Library
With the rapid development of pre-training techniques, a number of langu...
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06/14/2022
CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation
Code generation is a longstanding challenge, aiming to generate a code s...
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01/18/2022
Self-similar blow-up profile for the Boussinesq equations via a physics-informed neural network
We develop a new numerical framework, employing physics-informed neural ...
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05/20/2021