Dawn Drain

2.3k total citations · 1 hit paper
3 papers, 275 citations indexed

About

Dawn Drain is a scholar working on Information Systems, Artificial Intelligence and Software. According to data from OpenAlex, Dawn Drain has authored 3 papers receiving a total of 275 indexed citations (citations by other indexed papers that have themselves been cited), including 3 papers in Information Systems, 3 papers in Artificial Intelligence and 1 paper in Software. Recurrent topics in Dawn Drain's work include Topic Modeling (3 papers), Natural Language Processing Techniques (2 papers) and Software Engineering Research (2 papers). Dawn Drain is often cited by papers focused on Topic Modeling (3 papers), Natural Language Processing Techniques (2 papers) and Software Engineering Research (2 papers). Dawn Drain collaborates with scholars based in United Kingdom, Canada and Germany. Dawn Drain's co-authors include Colin B. Clement, Michele Tufano, Neel Sundaresan, A. Svyatkovskiy, Shuai Lu, Nan Duan, Jian Yin, Ming Zhou, Shuo Ren and Shujie Liu and has published in prestigious journals such as arXiv (Cornell University) and Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

In The Last Decade

Dawn Drain

3 papers receiving 268 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

GraphCodeBERT: Pre-training Code Representations with Data Flow

2021 261 citations Daya Guo, Shuo Ren et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Dawn Drain United Kingdom	3	218	150	99	82	56	3	275
Ensheng Shi China	10	186 0.9×	169 1.1×	63 0.6×	29 0.4×	49 0.9×	17	264
Kisub Kim Singapore	10	284 1.3×	118 0.8×	166 1.7×	69 0.8×	68 1.2×	28	353
Quanjun Zhang China	10	185 0.8×	76 0.5×	179 1.8×	58 0.7×	52 0.9×	37	303
Hung Phan United States	8	263 1.2×	101 0.7×	105 1.1×	92 1.1×	76 1.4×	16	290
Yuchao Huang Canada	5	115 0.5×	79 0.5×	103 1.0×	30 0.4×	54 1.0×	8	229
Cristian-Alexandru Staicu Germany	9	246 1.1×	138 0.9×	114 1.2×	182 2.2×	55 1.0×	14	306
Johannes Späth Germany	7	135 0.6×	137 0.9×	136 1.4×	189 2.3×	48 0.9×	11	255
Xujie Si United States	9	106 0.5×	97 0.6×	95 1.0×	43 0.5×	36 0.6×	13	179
Qiyi Tang China	9	182 0.8×	100 0.7×	108 1.1×	153 1.9×	65 1.2×	14	265
Michael Mehlich United States	7	201 0.9×	148 1.0×	125 1.3×	30 0.4×	61 1.1×	9	255

Countries citing papers authored by Dawn Drain

Since Specialization

Citations

This map shows the geographic impact of Dawn Drain's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dawn Drain with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dawn Drain more than expected).

Fields of papers citing papers by Dawn Drain

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dawn Drain. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dawn Drain. The network helps show where Dawn Drain may publish in the future.

Co-authorship network of co-authors of Dawn Drain

This figure shows the co-authorship network connecting the top 25 collaborators of Dawn Drain. A scholar is included among the top collaborators of Dawn Drain based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dawn Drain. Dawn Drain is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

3 of 3 papers shown

1.

Drain, Dawn, et al.. (2022). Exploring and evaluating personalized models for code generation. arXiv (Cornell University). 1500–1508. 6 indexed citations

2.

Guo, Daya, Shuo Ren, Shuai Lu, et al.. (2021). GraphCodeBERT: Pre-training Code Representations with Data Flow. 261 indexed citations breakdown →

3.

Clement, Colin B., Shuai Lu, Xiaoyu Liu, et al.. (2021). Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 4713–4722. 8 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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