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## unread-papers-27.11.2019.html
<!DOCTYPE html>
<html lang="en">
  <head><meta charset="UTF-8"></head>
  <body><p><strong>Date</strong>: 2019-11-27T16:58:27+01:00
<strong>Unread emails</strong>: 5
<strong>Paper titles</strong>: 11
<strong>Uniq paper titles</strong>: 11</p>
<ul>
<li>
<p><a href="https://link.springer.com/article/10.1186/s13321-019-0396-x">Efficient learning of non-autoregressive graph variational autoencoders for molecular graph generation</a> (1)</p>
<details>
 <summary>With the advancements in deep learning, deep generative models combined with gra</summary>ph neural networks have been successfully employed for data-driven molecular graph generation. Early methods based on the non-autoregressive approach have …
</details>
</li>
<li>
<p><a href="https://chemrxiv.org/articles/Chemically_Interpretable_Graph_Interaction_Network_for_Prediction_of_Pharmacokinetic_Properties_of_Drug-like_Molecules/10282346/files/18640832.pdf">Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-like Molecules</a> (1)</p>
<details>
 <summary>Solubility of drug molecules is related to pharmacokinetic properties such as ab</summary>sorption and distribution, which affects the amount of drug that is available in the body for its action. Computational or experimental evaluation of solvation free …
</details>
</li>
<li>
<p><a href="https://arxiv.org/pdf/1911.08816">The Evolution of Code Review Research: A Systematic Mapping Study</a> (1)</p>
<details>
 <summary>Code Review (CR) is a cornerstone for Quality Assurance within software developm</summary>ent teams. Also known as" software inspections" and" walk-throughs", traditional CR involved time-consuming processes, which is different from more …
</details>
</li>
<li>
<p><a href="https://arxiv.org/pdf/1911.09201">Testing Criteria for Mobile Apps Based on Callback Sequences</a> (1)</p>
<details>
 <summary>App quality has been shown to be the most important indicator of app adoption. T</summary>o assure quality, developers mainly use testing to find bugs in app and apply structural and GUI test coverage criteria. However, mobile apps have more behaviors than the …
</details>
</li>
<li>
<p><a href="https://arxiv.org/pdf/1911.07605">Commit2Vec: Learning Distributed Representations of Code Changes</a> (1)</p>
<details>
 <summary>Deep learning methods, which have found successful applications in fields like i</summary>mage classification and natural language processing, have recently been applied to source code analysis too, due to the enormous amount of freely available source …
</details>
</li>
<li>
<p><a href="http://papers.nips.cc/paper/9376-novel-positional-encodings-to-enable-tree-based-transformers.pdf">Novel positional encodings to enable tree-based transformers</a> (1)</p>
<details>
 <summary>Neural models optimized for tree-based problems are of great value in tasks like</summary> SQL query extraction and program synthesis. On sequence-structured data, transformers have been shown to learn relationships across arbitrary pairs of positions more …
</details>
</li>
<li>
<p><a href="https://plg.uwaterloo.ca/~migod/846/current/projects/proposals/05-Damien-Glaucia-proposal.pdf">What Answer for Which Audience? Identifying Categories of Answers on Stack Overflow</a> (1)</p>
<details>
 <summary>Stack Overflow changed the way software developers look for support. Instead of </summary>digging into the documentation, developers look for posts already answered on Stack Overflow. However, one question usually gets a wide variety of answers. Even …
</details>
</li>
<li>
<p><a href="https://dl.acm.org/citation.cfm?id=3359849">My script engines know what you did in the dark: converting engines into script API tracers</a> (1)</p>
<details>
 <summary>Malicious scripts have been crucial attack vectors in recent attacks such as mal</summary>ware spam (malspam) and fileless malware. Since malicious scripts are generally obfuscated, statically analyzing them is difficult due to reflections. Therefore, dynamic …
</details>
</li>
<li>
<p><a href="https://arxiv.org/pdf/1911.07781">Combining Program Analysis and Statistical Language Model for Code Statement Completion</a> (1)</p>
<details>
 <summary>Automatic code completion helps improve developers' productivity in their progra</summary>mming tasks. A program contains instructions expressed via code statements, which are considered as the basic units of program execution. In this paper, we …
</details>
</li>
<li>
<p><a href="https://kr2ml.github.io/2019/papers/KR2ML_2019_paper_8.pdf">A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization</a> (1)</p>
<details>
 <summary>We present SQLOVA, the first Natural-language-to-SQL (NL2SQL) model to achieve h</summary>uman performance in WikiSQL dataset. We revisit and discuss diverse popular methods in NL2SQL literature, take a full advantage of BERT (Devlin et al., 2018) …
</details>
</li>
<li>
<p><a href="https://papers.nips.cc/paper/9604-compiler-auto-vectorization-with-imitation-learning.pdf">Compiler Auto-Vectorization with Imitation Learning</a> (1)</p>
<details>
 <summary>Modern microprocessors are equipped with single instruction multiple data (SIMD)</summary> or vector instruction sets which allow compilers to exploit fine-grained data level parallelism. To exploit this parallelism, compilers employ auto-vectorization …
</details>
</li>
</ul>
</body>
</html>
	<!DOCTYPE html>
	<html lang="en">
	<head><meta charset="UTF-8"></head>
	<body><p><strong>Date</strong>: 2019-11-27T16:58:27+01:00
	<strong>Unread emails</strong>: 5
	<strong>Paper titles</strong>: 11
	<strong>Uniq paper titles</strong>: 11</p>
	<ul>
	<li>
	<p><a href="https://link.springer.com/article/10.1186/s13321-019-0396-x">Efficient learning of non-autoregressive graph variational autoencoders for molecular graph generation</a> (1)</p>
	<details>
	<summary>With the advancements in deep learning, deep generative models combined with gra</summary>ph neural networks have been successfully employed for data-driven molecular graph generation. Early methods based on the non-autoregressive approach have …
	</details>
	</li>
	<li>
	<p><a href="https://chemrxiv.org/articles/Chemically_Interpretable_Graph_Interaction_Network_for_Prediction_of_Pharmacokinetic_Properties_of_Drug-like_Molecules/10282346/files/18640832.pdf">Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-like Molecules</a> (1)</p>
	<details>
	<summary>Solubility of drug molecules is related to pharmacokinetic properties such as ab</summary>sorption and distribution, which affects the amount of drug that is available in the body for its action. Computational or experimental evaluation of solvation free …
	</details>
	</li>
	<li>
	<p><a href="https://arxiv.org/pdf/1911.08816">The Evolution of Code Review Research: A Systematic Mapping Study</a> (1)</p>
	<details>
	<summary>Code Review (CR) is a cornerstone for Quality Assurance within software developm</summary>ent teams. Also known as" software inspections" and" walk-throughs", traditional CR involved time-consuming processes, which is different from more …
	</details>
	</li>
	<li>
	<p><a href="https://arxiv.org/pdf/1911.09201">Testing Criteria for Mobile Apps Based on Callback Sequences</a> (1)</p>
	<details>
	<summary>App quality has been shown to be the most important indicator of app adoption. T</summary>o assure quality, developers mainly use testing to find bugs in app and apply structural and GUI test coverage criteria. However, mobile apps have more behaviors than the …
	</details>
	</li>
	<li>
	<p><a href="https://arxiv.org/pdf/1911.07605">Commit2Vec: Learning Distributed Representations of Code Changes</a> (1)</p>
	<details>
	<summary>Deep learning methods, which have found successful applications in fields like i</summary>mage classification and natural language processing, have recently been applied to source code analysis too, due to the enormous amount of freely available source …
	</details>
	</li>
	<li>
	<p><a href="http://papers.nips.cc/paper/9376-novel-positional-encodings-to-enable-tree-based-transformers.pdf">Novel positional encodings to enable tree-based transformers</a> (1)</p>
	<details>
	<summary>Neural models optimized for tree-based problems are of great value in tasks like</summary> SQL query extraction and program synthesis. On sequence-structured data, transformers have been shown to learn relationships across arbitrary pairs of positions more …
	</details>
	</li>
	<li>
	<p><a href="https://plg.uwaterloo.ca/~migod/846/current/projects/proposals/05-Damien-Glaucia-proposal.pdf">What Answer for Which Audience? Identifying Categories of Answers on Stack Overflow</a> (1)</p>
	<details>
	<summary>Stack Overflow changed the way software developers look for support. Instead of </summary>digging into the documentation, developers look for posts already answered on Stack Overflow. However, one question usually gets a wide variety of answers. Even …
	</details>
	</li>
	<li>
	<p><a href="https://dl.acm.org/citation.cfm?id=3359849">My script engines know what you did in the dark: converting engines into script API tracers</a> (1)</p>
	<details>
	<summary>Malicious scripts have been crucial attack vectors in recent attacks such as mal</summary>ware spam (malspam) and fileless malware. Since malicious scripts are generally obfuscated, statically analyzing them is difficult due to reflections. Therefore, dynamic …
	</details>
	</li>
	<li>
	<p><a href="https://arxiv.org/pdf/1911.07781">Combining Program Analysis and Statistical Language Model for Code Statement Completion</a> (1)</p>
	<details>
	<summary>Automatic code completion helps improve developers' productivity in their progra</summary>mming tasks. A program contains instructions expressed via code statements, which are considered as the basic units of program execution. In this paper, we …
	</details>
	</li>
	<li>
	<p><a href="https://kr2ml.github.io/2019/papers/KR2ML_2019_paper_8.pdf">A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization</a> (1)</p>
	<details>
	<summary>We present SQLOVA, the first Natural-language-to-SQL (NL2SQL) model to achieve h</summary>uman performance in WikiSQL dataset. We revisit and discuss diverse popular methods in NL2SQL literature, take a full advantage of BERT (Devlin et al., 2018) …
	</details>
	</li>
	<li>
	<p><a href="https://papers.nips.cc/paper/9604-compiler-auto-vectorization-with-imitation-learning.pdf">Compiler Auto-Vectorization with Imitation Learning</a> (1)</p>
	<details>
	<summary>Modern microprocessors are equipped with single instruction multiple data (SIMD)</summary> or vector instruction sets which allow compilers to exploit fine-grained data level parallelism. To exploit this parallelism, compilers employ auto-vectorization …
	</details>
	</li>
	</ul>
	</body>
	</html>