Anders Søgaard

7.7k citations

229 papers · 4.0k · 2 hit papers · h-index 30

Impact in

Artificial Intelligence top 0.2%
- Topic Modeling
- Natural Language Processing Techniques
- Sentiment Analysis and Opinion Mining
- Text Readability and Simplification
- Advanced Text Analysis Techniques
- Speech and dialogue systems
- Domain Adaptation and Few-Shot Learning
Computer Vision and Pattern Recognition top 2%
- Multimodal Machine Learning Applications

Papers in

Artificial Intelligence 200
- Natural Language Processing Techniques 148
- Topic Modeling 148
- Speech and dialogue systems 32
- Text Readability and Simplification 27
- Semantic Web and Ontologies 13
- Authorship Attribution and Profiling 12
- Speech Recognition and Synthesis 12
Computer Vision and Pattern Recognition 17
- Multimodal Machine Learning Applications 13

Co-authors: Sebastian Ruder (15 shared papers)Dirk Hovy (19 shared papers)Joachim Bingel (12 shared papers)Yoav Goldberg (2 shared papers)Ivan Vulić (9 shared papers)Barbara Plank (25 shared papers)Isabelle Augenstein (9 shared papers)Bjarke Felbo (1 shared paper)
Journals: Synthesis lectures on human language technologies (12 papers)Language Resources and Evaluation (7 papers)Transactions of the Association for Computational Linguistics (2 papers)Minds and Machines (2 papers)Journal of Consciousness Studies (1 paper)
Partner nations: Denmark United States United Kingdom

In The Last Decade

Anders Søgaard

202 papers receiving 3.7k citations

Anders Søgaard's Hit Papers

align trajectories log scale

A Survey of Cross-lingual Word Embedding Models 2018 · 311 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2018 Apollo (University of Cambridge)
2017 Research at the University of Copenhagen (University of Copenhagen)

Peers

Countries citing papers authored by Anders Søgaard

Since Specialization

Citations

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

Fields of papers citing papers by Anders Søgaard

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Anders Søgaard, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Anders Søgaard Line = papers co-authored together Anders Søgaard links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 229 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Research at the University of Copenhagen (University of Copenhagen) ·Bjarke Felbo, Alan Mislove, Anders Søgaard, Iyad Rahwan, Sune Lehmann Hit paper breakdown →	2017	488
2	A Survey of Cross-lingual Word Embedding Models Apollo (University of Cambridge) ·Sebastian Ruder, Ivan Vulić, Anders Søgaard Hit paper breakdown →	2018	311
3	Deep multi-task learning with low level tasks supervised at lower layers Research at the University of Copenhagen (University of Copenhagen) ·Anders Søgaard, Yoav Goldberg	2016	274
4	Research at the University of Copenhagen (University of Copenhagen) ·Sebastian Ruder, Joachim Bingel, Isabelle Augenstein, Anders Søgaard	2019	186
5	Identifying beneficial task relations for multi-task learning in deep neural networks Research at the University of Copenhagen (University of Copenhagen) ·Joachim Bingel, Anders Søgaard	2017	122
6	Sluice networks: Learning what to share between loosely related tasks. arXiv (Cornell University) ·Sebastian Ruder, Joachim Bingel, Isabelle Augenstein, Anders Søgaard	2017	72
7	Simple task-specific bilingual word embeddings Research at the University of Copenhagen (University of Copenhagen) ·Stephan Gouws, Anders Søgaard	2015	70
8	Multilingual Projection for Parsing Truly Low-Resource Languages Transactions of the Association for Computational Linguistics ·Żeljko Agić, Anders Johannsen, Barbara Plank, Héctor Martínez Alonso, Natalie Schluter, Anders Søgaard	2016	68
9	Learning part-of-speech taggers with inter-annotator agreement loss Research at the University of Copenhagen (University of Copenhagen) ·Barbara Plank, Dirk Hovy, Anders Søgaard	2014	65
10	Cross-lingual syntactic variation over age and gender Research at the University of Copenhagen (University of Copenhagen) ·Anders Johannsen, Dirk Hovy, Anders Søgaard	2015	63
11	User Review Sites as a Resource for Large-Scale Sociolinguistic Studies Research at the University of Copenhagen (University of Copenhagen) ·Dirk Hovy, Anders Johannsen, Anders Søgaard	2015	62
12	Tagging Performance Correlates with Author Age Dirk Hovy, Anders Søgaard	2015	62
13	Linguistically debatable or just plain wrong? Research at the University of Copenhagen (University of Copenhagen) ·Barbara Plank, Dirk Hovy, Anders Søgaard	2014	60
14	Sequence Classification with Human Attention Research at the University of Copenhagen (University of Copenhagen) ·Maria Barrett, Joachim Bingel, Nora Hollenstein, Marek Rei, Anders Søgaard	2018	59
15	Challenges and Strategies in Cross-Cultural NLP Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ·Daniel Hershcovich, Stella Frank, Heather Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, Anders Søgaard	2022	57
16	Multi-Task Learning of Keyphrase Boundary Classification Research at the University of Copenhagen (University of Copenhagen) ·Isabelle Augenstein, Anders Søgaard	2017	53
17	Inverted indexing for cross-lingual NLP Research at the University of Copenhagen (University of Copenhagen) ·Anders Søgaard, Żeljko Agić, Héctor Martínez Alonso, Barbara Plank, Bernd Bohnet, Anders Johannsen	2015	52
18	Weakly Supervised Part-of-speech Tagging Using Eye-tracking Data Edinburgh Research Explorer ·Maria Barrett, Joachim Bingel, Frank Keller, Anders Søgaard	2016	51
19	Simple Semi-Supervised Training of Part-Of-Speech Taggers Meeting of the Association for Computational Linguistics ·Anders Søgaard	2010	48
20	If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages Żeljko Agić, Dirk Hovy, Anders Søgaard	2015	45

About Anders Søgaard

Anders Søgaard is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Molecular Biology and Computational Theory and Mathematics, having authored 229 papers that have together received 4.0k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (148 papers), Topic Modeling (148 papers), Speech and dialogue systems (32 papers), Text Readability and Simplification (27 papers), Multimodal Machine Learning Applications (13 papers), Semantic Web and Ontologies (13 papers), Authorship Attribution and Profiling (12 papers) and Speech Recognition and Synthesis (12 papers). The work is most often cited by research in Artificial Intelligence (3.5k citations), Computer Vision and Pattern Recognition (606 citations), Health Informatics (28 citations), Human-Computer Interaction (124 citations) and General Social Sciences (48 citations). Anders Søgaard has collaborated with scholars based in Denmark, United States and United Kingdom. Frequent co-authors include Sebastian Ruder, Dirk Hovy, Joachim Bingel, Yoav Goldberg, Ivan Vulić, Barbara Plank, Isabelle Augenstein, Bjarke Felbo, Sune Lehmann and Alan Mislove. Their work appears in journals such as Synthesis lectures on human language technologies, Language Resources and Evaluation, Transactions of the Association for Computational Linguistics, Minds and Machines and Journal of Consciousness Studies.

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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