Donald Metzler

10.5k citations
101 papers · 4.7k indexed · 3 hit papers · h-index 33
Topics
Topic Modeling (50 papers)Information Retrieval and Search Behavior (46 papers)Natural Language Processing Techniques (26 papers)

In The Last Decade

Donald Metzler

99 papers receiving 4.3k citations

Hit Papers

A Markov random field model for term dependencies2005202620122019200520092022100200300400500

Peers

Donald Metzler
Comparison fields: 5 of 131
  • Artificial Intelligence 3.2k
  • Information Systems 2.6k
  • Computer Vision and Pattern Recognition 932
  • Signal Processing 609
  • Management Science and Operations Research 474
Replace Jaana Kekäläinen with:
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Citations per field
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Citations per year

Countries citing papers authored by Donald Metzler

Since Specialization
Citations

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

Fields of papers citing papers by Donald Metzler

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Donald Metzler

This figure shows the co-authorship network connecting the top 25 collaborators of Donald Metzler. A scholar is included among the top collaborators of Donald Metzler 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 Donald Metzler. Donald Metzler 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
#WorkIndexed citations
1 0
2 0
3 1
4 1
5 1
6 4
7 18
8 10
9 8
10
HyperGrid Transformers: Towards A Single Model for Multiple Tasks
7
11
Synthesizer: Rethinking Self-Attention for Transformer Models
5
12
Sparse Sinkhorn Attention
14
13
Proceedings of the 2013 Conference on the Theory of Information Retrieval
1
14
Structured Event Retrieval over Microblog Archives
63
15
UMD and USC/ISI: TREC 2010 Web Track Experiments with Ivory
6
16
Of Ivory and Smurfs: Loxodontan MapReduce Experiments for Web Search
33
17
Search Engine Adaptation by Feedback Control Adjustment for Time-sensitive Query
3
18
Indri TREC Notebook 2006: Lessons Learned From Three Terabyte Tracks.
4
19
UMass Robust 2005: Using Mixtures of Relevance Models for Query Expansion
10
20
Indri at TREC 2004: Terabyte Track
39

About Donald Metzler

Donald Metzler is a scholar working on Information Systems, Artificial Intelligence and Computer Vision and Pattern Recognition, having authored 101 papers that have together received 4.7k indexed citations. Recurring topics across this work include Topic Modeling (50 papers), Information Retrieval and Search Behavior (46 papers) and Natural Language Processing Techniques (26 papers). The work is most often cited by research in Information Systems (2.6k citations), Artificial Intelligence (3.2k citations) and Signal Processing (609 citations). Donald Metzler has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include W. Bruce Croft, Trevor Strohman, Michael Bendersky, Bruce Croft, Yi Tay, Dara Bahri, Mostafa Dehghani, Fernando Díaz, Marc Najork and Jimmy Lin. Their work appears in journals such as ACM Computing Surveys, Information Processing & Management and ACM Transactions on Information Systems.

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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