Valentin Liévin

548 total citations · 1 hit paper
6 papers, 162 citations indexed

About

Valentin Liévin is a scholar working on Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Valentin Liévin has authored 6 papers receiving a total of 162 indexed citations (citations by other indexed papers that have themselves been cited), including 3 papers in Artificial Intelligence, 1 paper in Molecular Biology and 1 paper in Computer Vision and Pattern Recognition. Recurrent topics in Valentin Liévin's work include Topic Modeling (2 papers), Speech Recognition and Synthesis (1 paper) and Genomics and Rare Diseases (1 paper). Valentin Liévin is often cited by papers focused on Topic Modeling (2 papers), Speech Recognition and Synthesis (1 paper) and Genomics and Rare Diseases (1 paper). Valentin Liévin collaborates with scholars based in Denmark, Switzerland and Israel. Valentin Liévin's co-authors include Ole Winther, Christoffer Hother, Lars Maaløe, M. Fraccaro, Milad Moradi, Matthias Samwald, Kaisa Elomaa, Deborah Elstein and Allan M. Lund and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Data and Patterns.

In The Last Decade

Valentin Liévin

6 papers receiving 157 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.

Can large language models reason about medical questions?

2024 96 citations Valentin Liévin, Christoffer Hother et al. Patterns profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Valentin Liévin Denmark	4	93	55	26	24	14	6	162
Mehul Gupta Canada	5	93 1.0×	109 2.0×	12 0.5×	42 1.8×	12 0.9×	7	202
Hameed A. Younis Iraq	4	41 0.4×	60 1.1×	33 1.3×	25 1.0×	5 0.4×	19	149
Hunter Lang United States	3	113 1.2×	35 0.6×	8 0.3×	18 0.8×	5 0.4×	6	150
Stefan Hegselmann Germany	6	132 1.4×	53 1.0×	8 0.3×	29 1.2×	7 0.5×	18	233
Nassim Oufattole United States	1	139 1.5×	88 1.6×	8 0.3×	31 1.3×	11 0.8×	2	205
Eileen Pan United States	3	140 1.5×	90 1.6×	8 0.3×	32 1.3×	11 0.8×	3	210
Ruilong Dan China	2	153 1.6×	107 1.9×	22 0.8×	50 2.1×	5 0.4×	2	251
Ziyang Xu United States	5	128 1.4×	122 2.2×	5 0.2×	54 2.3×	13 0.9×	11	256
Yeganeh Madadi United States	9	73 0.8×	120 2.2×	31 1.2×	141 5.9×	10 0.7×	17	249
Yining Mao China	3	102 1.1×	94 1.7×	18 0.7×	21 0.9×	5 0.4×	4	212

Countries citing papers authored by Valentin Liévin

Since Specialization

Citations

This map shows the geographic impact of Valentin Liévin'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 Valentin Liévin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Valentin Liévin more than expected).

Fields of papers citing papers by Valentin Liévin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Valentin Liévin. 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 Valentin Liévin. The network helps show where Valentin Liévin may publish in the future.

Co-authorship network of co-authors of Valentin Liévin

This figure shows the co-authorship network connecting the top 25 collaborators of Valentin Liévin. A scholar is included among the top collaborators of Valentin Liévin 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 Valentin Liévin. Valentin Liévin 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:

6 of 6 papers shown

1.

Liévin, Valentin, et al.. (2024). Can large language models reason about medical questions?. Patterns. 5(3). 100943–100943. 96 indexed citations breakdown →

2.

Liévin, Valentin, et al.. (2023). FindZebra online search delving into rare disease case reports using natural language processing. SHILAP Revista de lepidopterología. 2(6). e0000269–e0000269. 4 indexed citations

3.

Liévin, Valentin, et al.. (2023). ThoughtSource: A central hub for large language model reasoning data. Scientific Data. 10(1). 528–528. 31 indexed citations

4.

Liévin, Valentin, et al.. (2020). Optimal Variance Control of the Score-Function Gradient Estimator for Importance-Weighted Bounds.. Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU). 33. 16591–16602. 1 indexed citations

5.

Maaløe, Lars, M. Fraccaro, Valentin Liévin, & Ole Winther. (2019). BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling. Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU). 32. 6548–6558. 28 indexed citations

6.

Liévin, Valentin, et al.. (2019). Towards Hierarchical Discrete Variational Autoencoders. 2 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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