Jeff Mitchell

2.0k total citations · 2 hit papers
12 papers, 1.1k citations indexed

About

Jeff Mitchell is a scholar working on Artificial Intelligence, Cultural Studies and Molecular Biology. According to data from OpenAlex, Jeff Mitchell has authored 12 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 12 papers in Artificial Intelligence, 2 papers in Cultural Studies and 1 paper in Molecular Biology. Recurrent topics in Jeff Mitchell's work include Topic Modeling (11 papers), Natural Language Processing Techniques (10 papers) and Speech and dialogue systems (5 papers). Jeff Mitchell is often cited by papers focused on Topic Modeling (11 papers), Natural Language Processing Techniques (10 papers) and Speech and dialogue systems (5 papers). Jeff Mitchell collaborates with scholars based in United Kingdom and Japan. Jeff Mitchell's co-authors include Mirella Lapata, Sebastian Riedel, Pontus Stenetorp, Johannes Welbl, Frank Keller, Vera Demberg, Jeffrey S. Bowers, Mark Steedman, Jesús Martínez del Rincón and Niall McLaughlin and has published in prestigious journals such as Cognitive Science, Computers & Security and Edinburgh Research Explorer (University of Edinburgh).

In The Last Decade

Jeff Mitchell

11 papers receiving 1.0k 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.

Composition in Distributional Models of Semantics

2010 551 citations Jeff Mitchell, Mirella Lapata Cognitive Science profile →
Vector-based Models of Semantic Composition

2008 386 citations Jeff Mitchell, Mirella Lapata Edinburgh Research Explorer (University of Edinburgh) profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jeff Mitchell United Kingdom	7	1.0k	93	86	71	64	12	1.1k
Ryan Cotterell United States	22	1.3k 1.3×	201 2.2×	88 1.0×	65 0.9×	54 0.8×	130	1.5k
Roberto Zamparelli Italy	14	1.2k 1.2×	164 1.8×	98 1.1×	44 0.6×	122 1.9×	36	1.5k
Gemma Boleda Spain	16	818 0.8×	115 1.2×	42 0.5×	38 0.5×	71 1.1×	54	995
Katrin Erk United States	26	1.8k 1.8×	146 1.6×	52 0.6×	108 1.5×	75 1.2×	84	2.0k
Shuly Wintner Israel	18	967 0.9×	97 1.0×	48 0.6×	60 0.8×	40 0.6×	96	1.1k
C. Brew United States	19	821 0.8×	63 0.7×	47 0.5×	129 1.8×	70 1.1×	64	1.0k
Micha Elsner United States	16	783 0.8×	67 0.7×	26 0.3×	106 1.5×	78 1.2×	46	922
Kimmo Koskenniemi Finland	14	994 1.0×	72 0.8×	32 0.4×	80 1.1×	108 1.7×	29	1.2k
Ian Tenney United States	11	791 0.8×	186 2.0×	40 0.5×	102 1.4×	22 0.3×	13	951
Eros Zanchetta Italy	3	712 0.7×	29 0.3×	71 0.8×	75 1.1×	93 1.5×	4	872

Countries citing papers authored by Jeff Mitchell

Since Specialization

Citations

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

Fields of papers citing papers by Jeff Mitchell

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jeff Mitchell

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

12 of 12 papers shown

1.

Mitchell, Jeff, Niall McLaughlin, & Jesús Martínez del Rincón. (2023). Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME. Computers & Security. 137. 103637–103637. 4 indexed citations

2.

Mitchell, Jeff & Jeffrey S. Bowers. (2020). Priorless Recurrent Networks Learn Curiously. Bristol Research (University of Bristol). 5147–5158. 7 indexed citations

3.

Mitchell, Jeff & Jeffrey S. Bowers. (2020). Harnessing the Symmetry of Convolutions for Systematic Generalisation. Bristol Research (University of Bristol). 2. 1–8. 3 indexed citations

4.

Mitchell, Jeff, et al.. (2018). Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on Robustness. UCL Discovery (University College London). 1975–1985. 18 indexed citations

5.

Mitchell, Jeff, et al.. (2018). UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF). 97–102. 60 indexed citations

6.

Mitchell, Jeff & Mark Steedman. (2015). Parser Adaptation to the Biomedical Domain without Re-Training. Edinburgh Research Explorer (University of Edinburgh). 79–89. 1 indexed citations

7.

Mitchell, Jeff & Mark Steedman. (2015). Orthogonality of Syntax and Semantics within Distributional Spaces. Edinburgh Research Explorer (University of Edinburgh). 1301–1310. 5 indexed citations

8.

Mitchell, Jeff. (2013). Learning Semantic Representations in a Bigram Language Model. 362–368. 1 indexed citations

9.

Mitchell, Jeff, Mirella Lapata, Vera Demberg, & Frank Keller. (2010). Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure. Edinburgh Research Explorer (University of Edinburgh). 196–206. 41 indexed citations

10.

Mitchell, Jeff & Mirella Lapata. (2010). Composition in Distributional Models of Semantics. Cognitive Science. 34(8). 1388–1429. 551 indexed citations breakdown →

11.

Mitchell, Jeff & Mirella Lapata. (2009). Language models based on semantic composition. Edinburgh Research Explorer. 1. 430–430. 55 indexed citations

12.

Mitchell, Jeff & Mirella Lapata. (2008). Vector-based Models of Semantic Composition. Edinburgh Research Explorer (University of Edinburgh). 236–244. 386 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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