Danqi Chen

17.9k total citations · 9 hit papers
153 papers, 9.2k citations indexed

About

Danqi Chen is a scholar working on Molecular Biology, Artificial Intelligence and Computer Vision and Pattern Recognition. According to data from OpenAlex, Danqi Chen has authored 153 papers receiving a total of 9.2k indexed citations (citations by other indexed papers that have themselves been cited), including 57 papers in Molecular Biology, 50 papers in Artificial Intelligence and 13 papers in Computer Vision and Pattern Recognition. Recurrent topics in Danqi Chen's work include Topic Modeling (39 papers), Natural Language Processing Techniques (35 papers) and Protein Degradation and Inhibitors (9 papers). Danqi Chen is often cited by papers focused on Topic Modeling (39 papers), Natural Language Processing Techniques (35 papers) and Protein Degradation and Inhibitors (9 papers). Danqi Chen collaborates with scholars based in China, United States and France. Danqi Chen's co-authors include Christopher D. Manning, Tianyu Gao, Adam Fisch, Xingcheng Yao, Kristina Toutanova, Zexuan Zhong, Richard Socher, Andrew Y. Ng, Antoine Bordes and Jason Weston and has published in prestigious journals such as Journal of the American Chemical Society, Journal of Biological Chemistry and SHILAP Revista de lepidopterología.

In The Last Decade

Danqi Chen

144 papers receiving 8.8k citations

Hit Papers

SimCSE: Simple Contrastive Learn... 2013 2026 2017 2021 2021 2014 2013 2017 2021 400 800 1.2k
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.

  1. SimCSE: Simple Contrastive Learning of Sentence Embeddings
    2021 1.4k citations Tianyu Gao, Xingcheng Yao et al. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing profile →
  2. A Fast and Accurate Dependency Parser using Neural Networks
    2014 1.0k citations Danqi Chen, Christopher D. Manning profile →
  3. Reasoning With Neural Tensor Networks for Knowledge Base Completion
    2013 910 citations Richard Socher, Danqi Chen et al. Neural Information Processing Systems profile →
  4. Reading Wikipedia to Answer Open-Domain Questions
    2017 803 citations Danqi Chen et al. profile →
  5. Making Pre-trained Language Models Better Few-shot Learners
    2021 785 citations Tianyu Gao, Danqi Chen et al. profile →
  6. Observed versus latent features for knowledge base and text inference
    2015 484 citations Kristina Toutanova, Danqi Chen profile →
  7. Position-aware Attention and Supervised Data Improve Slot Filling
    2017 458 citations Yuhao Zhang, Victor W. Zhong et al. profile →
  8. Representing Text for Joint Embedding of Text and Knowledge Bases
    2015 401 citations Kristina Toutanova, Danqi Chen et al. profile →
  9. A Frustratingly Easy Approach for Entity and Relation Extraction
    2021 266 citations Zexuan Zhong, Danqi Chen profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Danqi Chen China 33 7.0k 1.7k 1.3k 1.0k 589 153 9.2k
Jun Zhao China 41 7.6k 1.1× 780 0.5× 664 0.5× 1.5k 1.4× 910 1.5× 177 8.8k
Burr Settles United States 21 5.9k 0.9× 1.3k 0.8× 875 0.7× 673 0.6× 552 0.9× 35 7.9k
Kang Liu China 37 8.5k 1.2× 957 0.6× 735 0.6× 1.7k 1.7× 1.0k 1.7× 159 9.9k
Jianfeng Gao United States 52 11.0k 1.6× 2.4k 1.4× 821 0.7× 2.1k 2.0× 381 0.6× 227 13.0k
Catherine Blake United States 15 5.6k 0.8× 2.1k 1.2× 919 0.7× 1.5k 1.4× 290 0.5× 57 7.6k
Xiaolong Wang China 46 3.7k 0.5× 787 0.5× 4.5k 3.6× 901 0.9× 479 0.8× 378 9.1k
Peilin Zhao China 44 3.5k 0.5× 1.9k 1.1× 731 0.6× 983 0.9× 850 1.4× 171 6.6k
Xuanjing Huang China 41 5.6k 0.8× 1.3k 0.7× 312 0.2× 1.1k 1.1× 435 0.7× 233 6.7k
Samuel Kaski Finland 43 3.2k 0.5× 2.1k 1.3× 1.6k 1.2× 963 0.9× 193 0.3× 303 7.5k
Édouard Grave Israel 16 5.2k 0.7× 1.1k 0.7× 485 0.4× 1.0k 1.0× 272 0.5× 25 6.7k

Countries citing papers authored by Danqi Chen

Since Specialization
Citations

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

Fields of papers citing papers by Danqi Chen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Danqi Chen

This figure shows the co-authorship network connecting the top 25 collaborators of Danqi Chen. A scholar is included among the top collaborators of Danqi Chen 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 Danqi Chen. Danqi Chen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Shen, Jiahui, Danqi Chen, Henghui Deng, et al.. (2024). Synthesis and characterization of fully renewable non-isocyanate polyurethanes with clusteroluminescence. Progress in Organic Coatings. 195. 108608–108608. 8 indexed citations
2.
Gao, Tianyu, et al.. (2023). Should You Mask 15% in Masked Language Modeling?. 2985–3000. 60 indexed citations
3.
Zhong, Zexuan, et al.. (2023). Poisoning Retrieval Corpora by Injecting Adversarial Passages. 13764–13775. 10 indexed citations
4.
Si, Chenglei, et al.. (2023). Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations. 11289–11310. 2 indexed citations
5.
Chen, Danqi, et al.. (2023). A Hybrid Scheme for Disaster-Monitoring Applications in Wireless Sensor Networks. Sensors. 23(11). 5068–5068. 10 indexed citations
6.
Sun, Qi, Danqi Chen, Amna Raja, et al.. (2022). Downregulation of Stem-Loop Binding Protein by Nicotine via α7-Nicotinic Acetylcholine Receptor and Its Role in Nicotine-Induced Cell Transformation. Toxicological Sciences. 189(2). 186–202. 7 indexed citations
7.
Zhong, Zexuan, et al.. (2022). Training Language Models with Memory Augmentation. 5657–5673. 36 indexed citations
8.
Xu, Zhengxiao, Zhaomin Li, Binfei Li, et al.. (2022). Flow characteristics and EOR mechanism of foam flooding in fractured vuggy reservoirs. Journal of Petroleum Science and Engineering. 211. 110170–110170. 29 indexed citations
9.
Zhong, Zexuan & Danqi Chen. (2021). A Frustratingly Easy Approach for Entity and Relation Extraction. 50–61. 266 indexed citations breakdown →
10.
Gao, Tianyu, Xingcheng Yao, & Danqi Chen. (2021). SimCSE: Simple Contrastive Learning of Sentence Embeddings. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 6894–6910. 1407 indexed citations breakdown →
11.
Zheng, Meiying, Michael J. Aikins, David M. Duda, et al.. (2021). Structural and functional insights into the first Bacillus thuringiensis vegetative insecticidal protein of the Vpb4 fold, active against western corn rootworm. PLoS ONE. 16(12). e0260532–e0260532. 5 indexed citations
12.
13.
Chen, Danqi, Ying� Qin, Lulu Li, et al.. (2020). BGN and COL11A1 Regulatory Network Analysis in Colorectal Cancer (CRC) Reveals That BGN Influences CRC Cell Biological Functions and Interacts with miR-6828-5p. Cancer Management and Research. Volume 12. 13051–13069. 15 indexed citations
14.
Chen, Danqi, et al.. (2019). Target positioning of UAV airborne optoelectronic platform based on nonlinear least squares. Guangdian gongcheng. 46(9). 190056. 4 indexed citations
15.
Wang, Yu, Lisha Chen, Wei Shen, et al.. (2018). IL‐1β promotes the nuclear translocaiton of S100A4 protein in gastric cancer cells MGC803 and the cell's stem‐like properties through PI3K pathway. Journal of Cellular Biochemistry. 119(10). 8163–8173. 19 indexed citations
16.
Zhang, Yuhao, Victor W. Zhong, Danqi Chen, Gabor Angeli, & Christopher D. Manning. (2017). Position-aware Attention and Supervised Data Improve Slot Filling. 35–45. 458 indexed citations breakdown →
17.
Zhang, Yuhao, Arun Tejasvi Chaganty, Ashwin Paranjape, et al.. (2016). Stanford at TAC KBP 2016: Sealing Pipeline Leaks and Understanding Chinese.. Theory and applications of categories. 3 indexed citations
18.
Toutanova, Kristina & Danqi Chen. (2015). Observed versus latent features for knowledge base and text inference. 57–66. 484 indexed citations breakdown →
19.
Toutanova, Kristina, Danqi Chen, Patrick Pantel, et al.. (2015). Representing Text for Joint Embedding of Text and Knowledge Bases. 1499–1509. 401 indexed citations breakdown →
20.
Socher, Richard, Danqi Chen, Christopher D. Manning, & Andrew Y. Ng. (2013). Reasoning With Neural Tensor Networks for Knowledge Base Completion. Neural Information Processing Systems. 26. 926–934. 910 indexed citations breakdown →

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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