--- title: "University of Manchester — research, people and papers" description: "University of Manchester (Manchester, United Kingdom): 22 works on the Elamur Research site, 11 people with a page, 42,781 citations; its topics, units…" canonical: "https://research.elamur.ai/free/en/universities/university-of-manchester/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/university-of-manchester/) [home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [universities](https://md.research.elamur.ai/free/en/universities/) / University of Manchester # University of Manchester University [Manchester](https://md.research.elamur.ai/free/en/agglomerations/manchester/), [United Kingdom](https://md.research.elamur.ai/free/en/countries/united-kingdom/)in the agglomeration of [Manchester](https://md.research.elamur.ai/free/en/agglomerations/manchester/) - [Website](https://www.manchester.ac.uk/) - [ROR](https://ror.org/027m9bs27) - [OpenAlex](https://openalex.org/I28407311) [**22** works in our library](https://md.research.elamur.ai/free/en/universities/university-of-manchester/#works) · [**33** people with a page](https://md.research.elamur.ai/free/en/universities/university-of-manchester/#authors) · [**42,781** citations of these works](https://md.research.elamur.ai/free/en/universities/university-of-manchester/#works) · [**1,794** citations in our library](https://md.research.elamur.ai/free/en/universities/university-of-manchester/#works) ## People (33) Authors with a page here who worked or studied at University of Manchester: first those whose cited work was done most here; beside each, their citations. ### Core (11) Confirmed by their records, or by their bylines here with a fair part of their work. - [Jun'ichi Tsujii](https://md.research.elamur.ai/free/en/authors/jun-ichi-tsujii/) — 1990–2025 on 156 papers · 14 papers here · 5,039 citations - [Sophia Ananiadou](https://md.research.elamur.ai/free/en/authors/sophia-ananiadou/) — current · 2000–2026 on 457 papers · education (Wikidata) · employment (ORCID) · employment (Wikidata) · 4 papers here · 2,632 citations - [Sampo Pyysalo](https://md.research.elamur.ai/free/en/authors/sampo-pyysalo/) — 2010–2025 on 21 papers · 6 papers here · 5,418 citations - [Tomoko Ohta](https://md.research.elamur.ai/free/en/authors/tomoko-ohta/) — 2012–2022 on 15 papers · 3 papers here · 3,123 citations - [Harold Somers](https://md.research.elamur.ai/free/en/authors/harold-somers/) — current · 1978–2012 on 38 papers · 2 papers here · 1,013 citations - [Chenghua Lin](https://md.research.elamur.ai/free/en/authors/chenghua-lin/) — current · 2023–2026 on 143 papers · employment (ORCID) · 4 papers here · 697 citations - [André Freitas](https://md.research.elamur.ai/free/en/authors/andre-freitas/) — current · 2018–2026 on 140 papers · employment (ORCID) · 2 papers here · 638 citations - [Qianqian Xie](https://md.research.elamur.ai/free/en/authors/qianqian-xie/) — 2021–2026 on 40 papers · 2 papers here · 287 citations - [Lifeng Han](https://md.research.elamur.ai/free/en/authors/lifeng-han/) — 2014–2026 on 45 papers · employment (ORCID) · 2 papers here · 207 citations - [Allan Ramsay](https://md.research.elamur.ai/free/en/authors/allan-ramsay/) — current · 1996–2026 on 71 papers · employment (Wikidata) · 2 papers here · 97 citations - [Dmitry Nikolaev](https://md.research.elamur.ai/free/en/authors/dmitry-nikolaev/) — current · 2024–2026 on 6 papers · 4 papers here · 101 citations **Also published with this affiliation (22)** Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work. - [Mohammed Attia](https://md.research.elamur.ai/free/en/authors/mohammed-attia/) — 2006–2007 on 2 papers · 5 papers here · 1,450 citations - [Chrysoula Zerva](https://md.research.elamur.ai/free/en/authors/chrysoula-zerva/) — 2015–2021 on 10 papers · education (ORCID) · 8 papers here · 1,665 citations - [Makoto Miwa](https://md.research.elamur.ai/free/en/authors/makoto-miwa/) — 2011–2016 on 19 papers · 3 papers here · 3,387 citations - [Steve Young](https://md.research.elamur.ai/free/en/authors/steve-young/) — 1978–1982 on 11 papers · 4 papers here · 2,921 citations - [Yoshimasa Tsuruoka](https://md.research.elamur.ai/free/en/authors/yoshimasa-tsuruoka/) — 2006–2013 on 32 papers · 3 papers here · 2,373 citations - [Nigel Collier](https://md.research.elamur.ai/free/en/authors/nigel-collier/) — 1997 on 1 paper · education (Wikidata) · 6 papers here · 2,079 citations - [Yushi Bai](https://md.research.elamur.ai/free/en/authors/yushi-bai/) — 2023–2025 on 2 papers · 3 papers here · 1,856 citations - [Jiaming Shen](https://md.research.elamur.ai/free/en/authors/jiaming-shen/) — 2023–2024 on 2 papers · 3 papers here · 1,702 citations - [Shuaiqiang Wang](https://md.research.elamur.ai/free/en/authors/shuaiqiang-wang/) — 2017–2019 on 6 papers · 2 papers here · 1,652 citations - [Colin Bannard](https://md.research.elamur.ai/free/en/authors/colin-bannard/) — current · 2021–2026 on 25 papers · 2 papers here · 1,140 citations - [Shijin Wang](https://md.research.elamur.ai/free/en/authors/shijin-wang/) — 2010 on 2 papers · 4 papers here · 1,130 citations - [Christina Lioma](https://md.research.elamur.ai/free/en/authors/christina-lioma/) — education (Wikidata) · 3 papers here · 962 citations - [Ralf Steinberger](https://md.research.elamur.ai/free/en/authors/ralf-steinberger/) — 1994 on 2 papers · 2 papers here · 878 citations - [Naoaki Okazaki](https://md.research.elamur.ai/free/en/authors/naoaki-okazaki/) — 2008–2010 on 3 papers · 5 papers here · 619 citations - [Takuya Matsuzaki](https://md.research.elamur.ai/free/en/authors/takuya-matsuzaki/) — 2008–2010 on 2 papers · 4 papers here · 596 citations - [Ioannis Korkontzelos](https://md.research.elamur.ai/free/en/authors/ioannis-korkontzelos/) — 2011–2016 on 24 papers · 2 papers here · 222 citations - [Tulika Saha](https://md.research.elamur.ai/free/en/authors/tulika-saha/) — 2022 on 3 papers · 2 papers here · 126 citations - [Fabio Rinaldi](https://md.research.elamur.ai/free/en/authors/fabio-rinaldi/) — 1997–2014 on 5 papers · employment (Wikidata) · 3 papers here · 116 citations - [William Croft](https://md.research.elamur.ai/free/en/authors/william-croft/) — 1992–2007 on 52 papers · 2 papers here · 90 citations - [Zhenguang Cai](https://md.research.elamur.ai/free/en/authors/zhenguang-cai/) — 2012–2016 on 7 papers · employment (Wikidata) · 2 papers here · 67 citations - [Abdullah Alabdullah](https://md.research.elamur.ai/free/en/authors/abdullah-alabdullah/) — current · 2026 on 1 paper · 2 papers here · 10 citations - [Scott Piao](https://md.research.elamur.ai/free/en/authors/scott-piao/) — 2007–2010 on 6 papers · 2 papers here · 8 citations ## Works in our library (22) The most cited first (OpenAlex citations plus our library's). - [SciPy 1.0 — Fundamental Algorithms for Scientific Computing in Python](https://md.research.elamur.ai/free/en/papers/virtanen-2019-scipy-1-0-fundamental-algorithms/) — Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al. · 2019 · 38,317 citations - [brat: a Web-based Tool for NLP-Assisted Text Annotation](https://md.research.elamur.ai/free/en/papers/stenetorp-2012-brat-web-based-tool-nlp/) — Pontus Stenetorp, Sampo Pyysalo, Goran Topić, et al. · 2012 · 1,368 citations - [Overview of BioNLP'09 Shared Task on Event Extraction](https://md.research.elamur.ai/free/en/papers/kim-2009-overview-bionlp-09-shared-task/) — Jin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, et al. · 2009 · 735 citations - [Advances in domain independent linear text segmentation](https://md.research.elamur.ai/free/en/papers/choi-2000-advances-domain-independent-linear-text/) — Freddy Y. Y. Choi · 2000 · 694 citations - [The Parallel Grammar Project](https://md.research.elamur.ai/free/en/papers/butt-2002-parallel-grammar-project/) — Miriam Butt, Helge Dyvik, Tracy Holloway King, et al. · 2002 · 392 citations - [A Neural Layered Model for Nested Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/ju-2018-neural-layered-model-nested-named/) — Meizhi Ju, Makoto Miwa, Sophia Ananiadou · 2018 · 378 citations - [Humanity's Last Exam](https://md.research.elamur.ai/free/en/papers/phan-2025-humanity-s-last-exam/) — Long Phan, Alice Gatti, Ziwen Han, et al. · 2025 · 235 citations - [Compressing Context to Enhance Inference Efficiency of Large Language Models](https://md.research.elamur.ai/free/en/papers/li-2023-compressing-context-enhance-inference-efficiency/) — Yucheng Li, Bo Dong, Frank Guerin, et al. · 2023 · 208 citations - [ChatGPT as a Factual Inconsistency Evaluator for Text Summarization](https://md.research.elamur.ai/free/en/papers/luo-2023-chatgpt-factual-inconsistency-evaluator-text/) — Zheheng Luo, Qianqian Xie, Sophia Ananiadou · 2023 · 160 citations - [The discourse commitments of illocutionary reportatives](https://md.research.elamur.ai/free/en/papers/faller-2019-discourse-commitments-illocutionary-reportatives/) — Martina T Faller · 2019 · 73 citations - [A Gold Standard Corpus of Early Modern German](https://md.research.elamur.ai/free/en/papers/scheible-2011-gold-standard-corpus-early-modern/) — Silke Scheible, Richard J. Whitt, Martin Durrell, et al. · 2011 · 48 citations - [Machine Translation without a source text](https://md.research.elamur.ai/free/en/papers/somers-1990-machine-translation-without-source-text/) — Harold L. Somers, Jun-ichi Tsujii, Danny Jones · 1990 · 46 citations - [A Comparative Study on Generalization of Semantic Roles in FrameNet](https://md.research.elamur.ai/free/en/papers/matsubayashi-2009-comparative-study-generalization-semantic-roles/) — Yuichiroh Matsubayashi, Naoaki Okazaki, Jun'ichi Tsujii · 2009 · 39 citations - [Overview of BioNLP 2011 Protein Coreference Shared Task](https://md.research.elamur.ai/free/en/papers/nguyen-2011-overview-bionlp-2011-protein-coreference/) — Ngan Nguyen, Jin-Dong Kim, Jun'ichi Tsujii · 2011 · 32 citations - [The Iron(ic) Melting Pot: Reviewing Human Evaluation in Humour, Irony and Sarcasm Generation](https://md.research.elamur.ai/free/en/papers/loakman-2023-iron-ic-melting-pot-reviewing/) — Tyler Loakman, Aaron Maladry, Chenghua Lin · 2023 · 18 citations - [Effective Use of Function Words for Rule Generalization in Forest-Based Translation](https://md.research.elamur.ai/free/en/papers/wu-2011-effective-use-function-words-rule/) — Xianchao Wu, Takuya Matsuzaki, Jun'ichi Tsujii · 2011 · 13 citations - [Descriptive and Empirical Approaches to Capturing Underlying Dependencies among Parsing Errors](https://md.research.elamur.ai/free/en/papers/hara-2009-descriptive-empirical-approaches-capturing-underlying/) — Tadayoshi Hara, Yusuke Miyao, Jun'ichi Tsujii · 2009 · 11 citations - [Fast and Robust POS tagger for Arabic Tweets Using Agreement-based Bootstrapping](https://md.research.elamur.ai/free/en/papers/albogamy-2016-fast-robust-pos-tagger-arabic/) — Fahad Albogamy, Allan Ramsay · 2016 · 11 citations - [Effective Analysis of Causes and Inter-dependencies of Parsing Errors](https://md.research.elamur.ai/free/en/papers/hara-2009-effective-analysis-causes-inter-dependencies/) — Tadayoshi Hara, Yusuke Miyao, Jun'ichi Tsujii · 2009 · 3 citations - [Bridging Linguistic Structure and Mechanistic Interpretability for Conceptual Interpretation in Language Models](https://md.research.elamur.ai/free/en/papers/aljaafari-2026-bridging-linguistic-structure-mechanistic-interpretability/) — Nura Aljaafari, Danilo Carvalho, Andre Freitas · 2026 - [Idiomify — Building a Collocation-supplemented Reverse Dictionary of English Idioms with Word2Vec for non-native learners](https://md.research.elamur.ai/free/en/papers/kim-2022-idiomify-building-collocation-supplemented-reverse/) — Eu-Bin Kim · 2022 - [Using English for commonsense knowledge](https://md.research.elamur.ai/free/en/papers/ramsay-2009-english-commonsense-knowledge/) — Allan Ramsay, Debora Field · 2009 ## Topics Topics of its works in our library, with the number of works on each. [Language models & pretraining (2)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Named entity recognition (1)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Discourse analysis (1)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Speech act theory (1)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Coreference resolution (1)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Semantic role labeling (1)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Part-of-speech tagging (1)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Machine translation (1)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Information extraction (1)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Summarization (1)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Lexical semantics & word embeddings (1)](https://md.research.elamur.ai/free/en/topics/lexical-semantics/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) **4 more topics** [Syntax & grammar formalisms (1)](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Interpretability (1)](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Efficient models & compression (1)](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/) ## Fields [Linguistics & languages (11)](https://md.research.elamur.ai/free/en/shelves/linguistics/) · [Natural language processing (11)](https://md.research.elamur.ai/free/en/shelves/nlp/) · [Machine translation (2)](https://md.research.elamur.ai/free/en/shelves/machine-translation/) · [Mathematics & statistics (2)](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [AI & machine learning (1)](https://md.research.elamur.ai/free/en/shelves/ai/) ## Collaborates with Institutions on the bylines of the same works here; the number is the works they share. [The University of Tokyo 8](https://md.research.elamur.ai/free/en/universities/the-university-of-tokyo/) [University of Sheffield 4](https://md.research.elamur.ai/free/en/universities/university-of-sheffield/) [University of California, Berkeley 2](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) [University of Washington 2](https://md.research.elamur.ai/free/en/universities/university-of-washington/) [University of Oxford 2](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) [University of Cambridge 2](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) [Johns Hopkins University 2](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) [University of Amsterdam 2](https://md.research.elamur.ai/free/en/universities/university-of-amsterdam/) [The University of Sydney 2](https://md.research.elamur.ai/free/en/universities/the-university-of-sydney/) [University of Illinois Urbana-Champaign 2](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) [University of Jyväskylä 2](https://md.research.elamur.ai/free/en/universities/university-of-jyvaskyla/) [Centre National de la Recherche Scientifique 2](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) ## Parent and units **Units** Cancer Research UK Manchester Centre Cancer Research UK Manchester Institute Centre for Epidemiology Versus Arthritis **Related** Bolton NHS Foundation Trust Lancashire Teaching Hospitals NHS Foundation Trust Manchester Royal Eye Hospital Manchester Royal Infirmary Manchester University NHS Foundation Trust North Manchester General Hospital Royal Manchester Children's Hospital Salford Royal Hospital Trafford General Hospital From the Research Organization Registry (ROR); those with a page here are linked. Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at University of Manchester; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.