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07/13/2023
Deep learning based enhancement of ordered statistics decoding of LDPC codes
Aiming at designing plausible decoders with channel information free, lo...
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05/21/2023
GPT Paternity Test: GPT Generated Text Detection with GPT Genetic Inheritance
Large Language Models (LLMs) can generate texts that carry the risk of v...
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05/06/2023
Controllable Mixed-Initiative Dialogue Generation through Prompting
Mixed-initiative dialogue tasks involve repeated exchanges of informatio...
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05/05/2023
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data
Jointly extracting entity pairs and their relations is challenging when ...
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03/26/2023
Multi-Frame Self-Supervised Depth Estimation with Multi-Scale Feature Fusion in Dynamic Scenes
Multi-frame methods improve monocular depth estimation over single-frame...
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11/30/2022
Reinforced Language Modeling for End-to-End Task Oriented Dialog
In task-oriented dialogs such as MultiWoZ (Budzianowski et al., 2018), a...
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09/09/2022
Improving Model Training via Self-learned Label Representations
Modern neural network architectures have shown remarkable success in sev...
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08/24/2022
Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer
Stack Overflow is one of the most popular programming communities where ...
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05/01/2022
Boost decoding performance of finite geometry LDPC codes with deep learning tactics
It was known a standard min-sum decoder can be unrolled as a neural netw...
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03/15/2022
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric
Syntax is a fundamental component of language, yet few metrics have been...
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09/27/2021
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information
Context: Stack Overflow is very helpful for software developers who are ...
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03/12/2021
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts
Code comment has been an important part of computer programs, greatly fa...
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08/26/2020
Identification of Challenging Highway-Scenarios for the Safety Validation of Automated Vehicles Based on Real Driving Data
For a successful market launch of automated vehicles (AVs), proof of the...
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08/26/2020
SIGL: Securing Software Installations Through Deep Graph Learning
Many users implicitly assume that software can only be exploited after i...
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10/17/2019
Heterogeneous Graph Matching Networks
Information systems have widely been the target of malware attacks. Trad...
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10/14/2019
Adaptive Transfer Learning of Multi-View Time Series Classification
Time Series Classification (TSC) has been an important and challenging t...
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05/09/2019
Adversarial Defense Framework for Graph Neural Network
Graph neural network (GNN), as a powerful representation learning model ...
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02/21/2017