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12 Results
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Poster
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Wed 17:00 |
Learning Deterministic Weighted Automata with Queries and Counterexamples Gail Weiss · Yoav Goldberg · Eran Yahav |
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Poster
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Thu 17:00 |
Code Generation as a Dual Task of Code Summarization Bolin Wei · Ge Li · Xin Xia · Zhiyi Fu · Zhi Jin |
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Poster
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Thu 17:00 |
Learning Transferable Graph Exploration Hanjun Dai · Yujia Li · Chenglong Wang · Rishabh Singh · Po-Sen Huang · Pushmeet Kohli |
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Poster
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Thu 17:00 |
A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions Mejbah Alam · Justin Gottschlich · Nesime Tatbul · Javier Turek · Tim Mattson · Abdullah Muzahid |
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Poster
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Wed 17:00 |
Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time Karlis Freivalds · Emīls Ozoliņš · Agris Šostaks |
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Poster
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Thu 17:00 |
Neural Attribution for Semantic Bug-Localization in Student Programs Rahul Gupta · Aditya Kanade · Shirish Shevade |
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Poster
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Thu 10:45 |
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks Yaqin Zhou · Shangqing Liu · Jingkai Siow · Xiaoning Du · Yang Liu |
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Poster
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Thu 17:00 |
Program Synthesis and Semantic Parsing with Learned Code Idioms Richard Shin · Miltiadis Allamanis · Marc Brockschmidt · Oleksandr Polozov |
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Poster
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Wed 17:00 |
Novel positional encodings to enable tree-based transformers Vighnesh Shiv · Chris Quirk |
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Poster
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Thu 17:00 |
Write, Execute, Assess: Program Synthesis with a REPL Kevin Ellis · Maxwell Nye · Yewen Pu · Felix Sosa · Josh Tenenbaum · Armando Solar-Lezama |
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Poster
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Thu 17:00 |
SPoC: Search-based Pseudocode to Code Sumith Kulal · Panupong Pasupat · Kartik Chandra · Mina Lee · Oded Padon · Alex Aiken · Percy Liang |
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Poster
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Thu 17:00 |
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong · Nan Yang · Wenhui Wang · Furu Wei · Xiaodong Liu · Yu Wang · Jianfeng Gao · Ming Zhou · Hsiao-Wuen Hon |