Mandy Guo

2.0k total citations
11 papers, 566 citations indexed

About

Mandy Guo is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology. According to data from OpenAlex, Mandy Guo has authored 11 papers receiving a total of 566 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 2 papers in Computer Vision and Pattern Recognition and 1 paper in Molecular Biology. Recurrent topics in Mandy Guo's work include Natural Language Processing Techniques (11 papers), Topic Modeling (11 papers) and Multimodal Machine Learning Applications (2 papers). Mandy Guo is often cited by papers focused on Natural Language Processing Techniques (11 papers), Topic Modeling (11 papers) and Multimodal Machine Learning Applications (2 papers). Mandy Guo collaborates with scholars based in United States. Mandy Guo's co-authors include Yun-Hsuan Sung, Yinfei Yang, Daniel Cer, Ray Kurzweil, Brian Strope, Gustavo Hernández Ábrego, Noah Constant, Steve Yuan, David Uthus and Joshua Ainslie and has published in prestigious journals such as Language Resources and Evaluation.

In The Last Decade

Mandy Guo

11 papers receiving 523 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Mandy Guo United States	10	486	125	57	28	15	11	566
Gustavo Hernández Ábrego United States	6	473 1.0×	129 1.0×	68 1.2×	33 1.2×	14 0.9×	8	572
Jonathan Herzig Israel	13	601 1.2×	151 1.2×	67 1.2×	32 1.1×	8 0.5×	25	726
Shuohuan Wang China	7	527 1.1×	131 1.0×	75 1.3×	26 0.9×	5 0.3×	15	605
Yanai Elazar Israel	11	433 0.9×	95 0.8×	37 0.6×	20 0.7×	8 0.5×	22	505
Timo Schick Germany	9	412 0.8×	95 0.8×	50 0.9×	16 0.6×	6 0.4×	13	466
Vlad Niculae Romania	9	292 0.6×	72 0.6×	39 0.7×	21 0.8×	7 0.5×	28	348
Ryan Lowe Canada	8	755 1.6×	140 1.1×	74 1.3×	20 0.7×	5 0.3×	12	813
Yun-Hsuan Sung United States	10	596 1.2×	116 0.9×	64 1.1×	32 1.1×	16 1.1×	20	695
Alex Wang United States	8	897 1.8×	316 2.5×	56 1.0×	32 1.1×	14 0.9×	10	971
Alham Fikri Aji United Kingdom	10	388 0.8×	79 0.6×	46 0.8×	13 0.5×	12 0.8×	36	451

Countries citing papers authored by Mandy Guo

Since Specialization

Citations

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

Fields of papers citing papers by Mandy Guo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Mandy Guo

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

All Works

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11 of 11 papers shown

1.

Ainslie, Joshua, Michiel de Jong, Santiago Ontañón, et al.. (2023). CoLT5: Faster Long-Range Transformers with Conditional Computation. 5085–5100. 18 indexed citations

2.

Uthus, David, Santiago Ontañón, Joshua Ainslie, & Mandy Guo. (2023). mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences. 9380–9386. 5 indexed citations

3.

Guo, Mandy, Joshua Ainslie, David Uthus, et al.. (2022). LongT5: Efficient Text-To-Text Transformer for Long Sequences. 724–736. 113 indexed citations

4.

Guo, Mandy, et al.. (2021). MURAL: Multimodal, Multitask Representations Across Languages. 3449–3463. 28 indexed citations

5.

Constant, Noah, et al.. (2021). TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling. 23 indexed citations

6.

Yang, Yinfei, et al.. (2021). Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. 263–268. 12 indexed citations

7.

Guo, Mandy, Zihang Dai, Denny Vrandečić, & Rami Al‐Rfou. (2020). Wiki-40B: Multilingual Language Model Dataset. Language Resources and Evaluation. 2440–2452. 24 indexed citations

8.

Yang, Yinfei, Daniel Cer, Amin Ahmad, et al.. (2020). Multilingual Universal Sentence Encoder for Semantic Retrieval. 87–94. 228 indexed citations

9.

Yang, Yinfei, Gustavo Hernández Ábrego, Steve Yuan, et al.. (2019). Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. 5370–5378. 49 indexed citations

10.

Guo, Mandy, Yinfei Yang, Keith Stevens, et al.. (2019). Hierarchical Document Encoder for Parallel Corpus Mining. 64–72. 12 indexed citations

11.

Guo, Mandy, Qinlan Shen, Yinfei Yang, et al.. (2018). Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. 165–176. 54 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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