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Zachary Karas

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Journal Articles

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2024
[j2]
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  - journals/pacmse/ZhangLKBLML024
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  - https://dblp.org/rec/journals/pacmse/ZhangLKBLML024
Yifan Zhang, Jiliang Li, Zachary Karas, Aakash Bansal, Toby Jia-Jun Li, Collin McMillan, Kevin Leach, Yu Huang:
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization. Proc. ACM Softw. Eng. 1(FSE): 115-136 (2024)
2023
[j1]
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  - journals/tse/BansalEKHM23
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  - https://dblp.org/rec/journals/tse/BansalEKHM23
Aakash Bansal, Zachary Eberhart, Zachary Karas, Yu Huang, Collin McMillan:
Function Call Graph Context Encoding for Neural Source Code Summarization. IEEE Trans. Software Eng. 49(9): 4268-4281 (2023)

Conference and Workshop Papers

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2024
[c5]
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  - conf/iwpc/LiZKML024
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  - https://dblp.org/rec/conf/iwpc/LiZKML024
Jiliang Li, Yifan Zhang, Zachary Karas, Collin McMillan, Kevin Leach, Yu Huang:
Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization. ICPC 2024: 47-51
2023
[c4]
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  - conf/icse/AhmadKDKJW23
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Hammad Ahmad, Zachary Karas, Kimberly Diaz, Amir Kamil, Jean-Baptiste Jeannin, Westley Weimer:
How Do We Read Formal Claims? Eye-Tracking and the Cognition of Proofs about Algorithms. ICSE 2023: 208-220
[c3]
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  - conf/kbse/BansalSKZHLM23
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Aakash Bansal, Chia-Yi Su, Zachary Karas, Yifan Zhang, Yu Huang, Toby Jia-Jun Li, Collin McMillan:
Modeling Programmer Attention as Scanpath Prediction. ASE 2023: 1732-1736
2021
[c2]
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  - conf/icse/EndresKHKW21
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Madeline Endres, Zachary Karas, Xiaosu Hu, Ioulia Kovelman, Westley Weimer:
Relating Reading, Visualization, and Coding for New Programmers: A Neuroimaging Study. ICSE 2021: 600-612
[c1]
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  - conf/sigsoft/KarasJW021
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Zachary Karas, Andrew Jahn, Westley Weimer, Yu Huang:
Connecting the dots: rethinking the relationship between code and prose writing with functional connectivity. ESEC/SIGSOFT FSE 2021: 767-779

Informal and Other Publications

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2024
[i5]
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  - journals/corr/abs-2402-14096
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Yifan Zhang, Jiliang Li, Zachary Karas, Aakash Bansal, Toby Jia-Jun Li, Collin McMillan, Kevin Leach, Yu Huang:
EyeTrans: Merging Human and Machine Attention for Neural Code Summarization. CoRR abs/2402.14096 (2024)
[i4]
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  - journals/corr/abs-2402-14182
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Jiliang Li, Yifan Zhang, Zachary Karas, Collin McMillan, Kevin Leach, Yu Huang:
Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization. CoRR abs/2402.14182 (2024)
[i3]
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  - journals/corr/abs-2405-18573
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Aakash Bansal, Robert Wallace, Zachary Karas, Ningzhi Tang, Yu Huang, Toby Jia-Jun Li, Collin McMillan:
Programmer Visual Attention During Context-Aware Code Summarization. CoRR abs/2405.18573 (2024)
2023
[i2]
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  - journals/corr/abs-2308-13920
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Aakash Bansal, Chia-Yi Su, Zachary Karas, Yifan Zhang, Yu Huang, Toby Jia-Jun Li, Collin McMillan:
Modeling Programmer Attention as Scanpath Prediction. CoRR abs/2308.13920 (2023)
2021
[i1]
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  dblp key:
  - journals/corr/abs-2102-12376
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Madeline Endres, Zachary Karas, Xiaosu Hu, Ioulia Kovelman, Westley Weimer:
Relating Reading, Visualization, and Coding forNew Programmers: A Neuroimaging Study. CoRR abs/2102.12376 (2021)

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