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08/19/2023
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model
Large language models (LLMs) have showcased remarkable potential across ...
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08/02/2023
Towards Better Query Classification with Multi-Expert Knowledge Condensation in JD Ads Search
Search query classification, as an effective way to understand user inte...
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04/15/2023
Self-collaboration Code Generation via ChatGPT
Code generation is widely regarded as a key technique for elevating the ...
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03/12/2023
Self-planning Code Generation with Large Language Model
Although large language models have demonstrated impressive ability in c...
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02/20/2023
On the Stability and Generalization of Triplet Learning
Triplet learning, i.e. learning from triplet data, has attracted much at...
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01/22/2023
CodeScore: Evaluating Code Generation by Learning Code Execution
A proper code evaluation metric (CEM) profoundly impacts the evolution o...
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12/28/2022
A PML method for signal-propagation problems in axon
This work is focused on the modelling of signal propagations in myelinat...
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11/07/2022
Tunable Causal Consistency: Specification and Implementation
To achieve high availability and low latency, distributed data stores of...
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07/03/2022
Towards Error-Resilient Neural Speech Coding
Neural audio coding has shown very promising results recently in the lit...
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06/07/2022
PyTSK: A Python Toolbox for TSK Fuzzy Systems
This paper presents PyTSK, a Python toolbox for developing Takagi-Sugeno...
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04/28/2022
MMRotate: A Rotated Object Detection Benchmark using Pytorch
We present an open-source toolbox, named MMRotate, which provides a cohe...
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04/14/2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation
Current Knowledge Distillation (KD) methods for semantic segmentation of...
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03/27/2022
HELoC: Hierarchical Contrastive Learning of Source Code Representation
Abstract syntax trees (ASTs) play a crucial role in source code represen...
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02/18/2022
An Adaptive Finite Element DtN Method for Maxwell's Equations
This paper is concerned with a numerical solution to the scattering of a...
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11/14/2021
Computing Groebner bases of ideal interpolation
We present algorithms for computing the reduced Gröbner basis of the van...
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09/16/2021
Self-supervised Contrastive Learning for EEG-based Sleep Staging
EEG signals are usually simple to obtain but expensive to label. Althoug...
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05/26/2021
TreeBERT: A Tree-Based Pre-Trained Model for Programming Language
Source code can be parsed into the abstract syntax tree (AST) based on d...
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01/07/2021
MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging
Sleep staging based on electroencephalogram (EEG) plays an important rol...
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10/30/2020
EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks
Research and development of electroencephalogram (EEG) based brain-compu...
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08/05/2020
A fast algorithm for the electromagnetic scattering from a large rectangular cavity in three dimensions
The paper is concerned with the three-dimensional electromagnetic scatte...
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07/25/2020
An adaptive finite element DtN method for the elastic wave scattering by biperiodic structures
Consider the scattering of a time-harmonic elastic plane wave by a bi-pe...
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07/23/2020
Groebner basis structure of ideal interpolation
We study the relationship between certain Groebner bases for zero dimens...
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11/07/2019
Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces
Deep learning has made significant breakthroughs in many fields, includi...
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08/29/2018