Update app.py

app.py

@@ -2093,170 +2093,71 @@ if showExtendedTextInterface:
 # Sidebar Paper References for Hot Papers SOTA!
 st.sidebar.markdown("""
 🩺🔍 Paper References for SOTA Topics
-27 Jun 2023 | Evaluation of OpenAI Codex for HPC Parallel Programming Models Kernel Generation | ⬇️
-William F. Godoy, Pedro Valero-Lara, Keita Teranishi, Prasanna Balaprakash, Jeffrey S. Vetter
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-Date: 27 Jun 2023
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-Title: Evaluation of OpenAI Codex for HPC Parallel Programming Models Kernel Generation
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-Abstract Link: https://arxiv.org/abs/2306.15121
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-PDF Link: https://arxiv.org/pdf/2306.15121
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-Date: 27 Mar 2020
 
 Title: Detecting and Characterizing Bots that Commit Code
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 Abstract Link: https://arxiv.org/abs/2003.03172
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 PDF Link: https://arxiv.org/pdf/2003.03172
 
 Date: 05 Feb 2022
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 Title: High-performance symbolic-numerics via multiple dispatch
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 Abstract Link: https://arxiv.org/abs/2105.03949
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 PDF Link: https://arxiv.org/pdf/2105.03949
 
 Date: 12 Apr 2022
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 Title: Learning to Represent Programs with Heterogeneous Graphs
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 Abstract Link: https://arxiv.org/abs/2012.04188
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 PDF Link: https://arxiv.org/pdf/2012.04188
 
 Date: 11 Jul 2023
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 Title: DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization
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 Abstract Link: https://arxiv.org/abs/2307.04963
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 PDF Link: https://arxiv.org/pdf/2307.04963
 
 Date: 21 Jan 2021
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 Title: PyGlove: Symbolic Programming for Automated Machine Learning
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 Abstract Link: https://arxiv.org/abs/2101.08809
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 PDF Link: https://arxiv.org/pdf/2101.08809
 
 Date: 26 Nov 2022
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 Title: Sketch2FullStack: Generating Skeleton Code of Full Stack Website and Application from Sketch using Deep Learning and Computer Vision
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 Abstract Link: https://arxiv.org/abs/2211.14607
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 PDF Link: https://arxiv.org/pdf/2211.14607
 
 Date: 25 May 2023
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 Title: Code as Policies: Language Model Programs for Embodied Control
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 Abstract Link: https://arxiv.org/abs/2209.07753
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 PDF Link: https://arxiv.org/pdf/2209.07753
 
 Date: 30 Nov 2023
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 Title: CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs
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 Abstract Link: https://arxiv.org/abs/2311.16703
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 PDF Link: https://arxiv.org/pdf/2311.16703
 
-Date: 27 Jan 2020
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-Title: CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking
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-Abstract Link: https://arxiv.org/abs/2001.07935
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-PDF Link: https://arxiv.org/pdf/2001.07935
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 Date: 10 Jul 2023
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 Title: COMEX: A Tool for Generating Customized Source Code Representations
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 Abstract Link: https://arxiv.org/abs/2307.04693
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 PDF Link: https://arxiv.org/pdf/2307.04693
 
 Date: 10 Jul 2023
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 Title: AmadeusGPT: a natural language interface for interactive animal behavioral analysis
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 Abstract Link: https://arxiv.org/abs/2307.04858
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 PDF Link: https://arxiv.org/pdf/2307.04858
 
-Date: 19 Mar 2021
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-Title: API2Com: On the Improvement of Automatically Generated Code Comments Using API Documentations
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-Abstract Link: https://arxiv.org/abs/2103.10668
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-PDF Link: https://arxiv.org/pdf/2103.10668
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-Date: 29 Oct 2020
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-Title: IntelliCode Compose: Code Generation Using Transformer
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-Abstract Link: https://arxiv.org/abs/2005.08025
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-PDF Link: https://arxiv.org/pdf/2005.08025
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 Date: 22 Mar 2022
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 Title: Demo of the Linguistic Field Data Management and Analysis System -- LiFE
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 Abstract Link: https://arxiv.org/abs/2203.11443
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 PDF Link: https://arxiv.org/pdf/2203.11443
 
 Date: 30 Jan 2024
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 Title: ReactGenie: A Development Framework for Complex Multimodal Interactions Using Large Language Models
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 Abstract Link: https://arxiv.org/abs/2306.09649
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 PDF Link: https://arxiv.org/pdf/2306.09649
 
 Date: 09 Feb 2024
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 Title: Model Editing with Canonical Examples
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 Abstract Link: https://arxiv.org/abs/2402.06155
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 PDF Link: https://arxiv.org/pdf/2402.06155
 
-Date: 11 Jun 2021
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-Title: PyGAD: An Intuitive Genetic Algorithm Python Library
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-Abstract Link: https://arxiv.org/abs/2106.06158
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-PDF Link: https://arxiv.org/pdf/2106.06158
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-Date: 27 Nov 2020
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-Title: ROS Based Visual Programming Tool for Mobile Robot Education and Applications
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-Abstract Link: https://arxiv.org/abs/2011.13706
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-PDF Link: https://arxiv.org/pdf/2011.13706
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-Date: 28 Sep 2021
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-Title: A Toolkit for Generating Code Knowledge Graphs
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-Abstract Link: https://arxiv.org/abs/2002.09440
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-PDF Link: https://arxiv.org/pdf/2002.09440
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-
 
 """)