🧑🔬 People (45)Authors with a page here who worked or studied at The University of Melbourne: first those whose cited work was done most here; beside each, their citations.
Core (17) Confirmed by their records, or by their bylines here with a fair part of their work.
Timothy Baldwin current · 2004–2026 on 415 papers 26 papers here · 10,796 citations Tim Miller 2008–2024 on 138 papers 2 papers here · 5,491 citations Trevor Cohn current · 2005–2026 on 211 papers · employment (ORCID) · employment (Wikidata) 9 papers here · 5,266 citations Dat Quoc Nguyen 2018–2025 on 25 papers 4 papers here · 3,308 citations Jey Han Lau current · 2010–2026 on 125 papers · education (ORCID) · education (Wikidata) · employment (ORCID) · employment (Wikidata) 6 papers here · 2,167 citations Steven Bird 2001–2018 on 76 papers · employment (Wikidata) 3 papers here · 2,148 citations Nitika Mathur 2014–2021 on 8 papers 7 papers here · 1,540 citations Marco Lui current · 2010–2019 on 16 papers 4 papers here · 1,471 citations Karin Verspoor current · 2013–2026 on 236 papers · employment (Wikidata) 4 papers here · 1,571 citations Su Nam Kim current · 2005–2019 on 33 papers 5 papers here · 1,124 citations Bo Han 2011–2014 on 11 papers 3 papers here · 1,011 citations Haonan Li 2019–2021 on 3 papers 3 papers here · 1,111 citations Paul Cook 2012–2014 on 18 papers 5 papers here · 1,019 citations Fajri Koto 2020–2023 on 17 papers · education (ORCID) · employment (ORCID) 5 papers here · 1,357 citations Mariana Neves 2014–2019 on 3 papers 2 papers here · 1,104 citations Ekaterina Vylomova current · 2016–2026 on 69 papers 2 papers here · 157 citations Biaoyan Fang 2019–2023 on 25 papers 2 papers here · 83 citations Also published with this affiliation (28) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Preslav Nakov 2023–2025 on 4 papers 32 papers here · 13,932 citations Yvette Graham 2012–2017 on 10 papers 15 papers here · 6,235 citations Eduard Hovy current · 2022–2026 on 34 papers · employment (ORCID) 35 papers here · 25,596 citations Fei Liu 2014–2019 on 14 papers 5 papers here · 5,930 citations Rui Zhang 2006–2021 on 135 papers 12 papers here · 7,475 citations Lucia Specia 2014–2016 on 4 papers 28 papers here · 10,762 citations Antonio Jimeno Yepes 2013–2025 on 21 papers · employment (Wikidata) 3 papers here · 1,104 citations Li Wang 2010–2013 on 2 papers 2 papers here · 286 citations Aurelie Neveol 2018 on 2 papers 5 papers here · 1,550 citations Rebecca Dridan 2006–2012 on 6 papers 2 papers here · 137 citations Xuezhi Wang 2002–2024 on 69 papers 10 papers here · 23,819 citations Deli Chen current · 1991–2026 on 361 papers 2 papers here · 5,893 citations Ryan Cotterell 2019–2025 on 4 papers 12 papers here · 3,958 citations Ritesh Kumar 2021 on 3 papers 4 papers here · 3,011 citations John Carroll education (Wikidata) 9 papers here · 2,765 citations Walter Daelemans 2021 on 3 papers 5 papers here · 2,261 citations Gholamreza Haffari 2015–2025 on 6 papers 7 papers here · 2,227 citations Edoardo Maria Ponti 2020–2021 on 2 papers 4 papers here · 2,033 citations David Newman 2009–2024 on 2 papers 3 papers here · 1,709 citations Xinting Huang 2019–2021 on 6 papers 2 papers here · 1,152 citations Yixuan Zhang 2024–2025 on 2 papers 2 papers here · 826 citations Iyad Rahwan 2002–2011 on 18 papers 2 papers here · 771 citations Ehsan Shareghi 2015–2016 on 3 papers 2 papers here · 667 citations Zhengyuan Liu 2021–2022 on 2 papers 5 papers here · 525 citations Spandana Gella 2012–2014 on 6 papers 2 papers here · 289 citations The first 25; all on the full list below.
See all 45 people →
📄 Works in our library (47)The most cited first (OpenAlex citations plus our library's).
Explanation in Artificial Intelligence: Insights from the Social Sciences Tim Miller 2017 · 5,362 citations NLTK: The Natural Language Toolkit Steven Bird 2006 · 1,372 citations A Comprehensive Overview of Large Language Models Humza Naveed, Asad Ullah Khan, Shi Qiu, et al. 2023 · 1,286 citations BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen 2020 · 1,139 citations A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, et al. 2018 · 944 citations Findings of the 2016 Conference on Machine Translation Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al. 2016 · 936 citations Automatic Evaluation of Topic Coherence David Newman, Jey Han Lau, Karl Grieser, et al. 2010 · 823 citations langid.py: An Off-the-shelf Language Identification Tool Marco Lui, Timothy Baldwin 2012 · 695 citations Lexical Normalisation of Short Text Messages: Makn Sens a #twitter Bo Han, Timothy Baldwin 2011 · 586 citations PhoBERT: Pre-trained language models for Vietnamese Dat Quoc Nguyen, Anh Tuan Nguyen 2020 · 571 citations SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific Articles Su Nam Kim, Olena Medelyan, Min-Yen Kan, et al. 2010 · 459 citations Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck, Gholamreza Haffari, Trevor Cohn 2018 · 456 citations GPT-NER: Named Entity Recognition via Large Language Models Shuhe Wang, Xiaofei Sun, Xiaoya Li, et al. 2025 · 436 citations Iterative Back-Translation for Neural Machine Translation Vu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, et al. 2018 · 420 citations Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics Nitika Mathur, Timothy Baldwin, Trevor Cohn 2020 · 385 citations CMMLU: Measuring massive multitask language understanding in Chinese Haonan Li, Yixuan Zhang, Fajri Koto, et al. 2023 · 384 citations The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational Linguistics Steven Bird, Robert Dale, Bonnie Dorr, et al. 2008 · 364 citations Massively Multilingual Transfer for NER Afshin Rahimi, Yuan Li, Trevor Cohn 2019 · 328 citations Automatic Language Identification in Texts: A Survey Tommi Jauhiainen, Marco Lui, Marcos Zampieri, et al. 2019 · 277 citations How Noisy Social Media Text, How Diffrnt Social Media Sources? Timothy Baldwin, Paul Cook, Marco Lui, et al. 2013 · 275 citations Humanity's Last Exam Long Phan, Alice Gatti, Ziwen Han, et al. 2025 · 235 citations Towards Robust and Privacy-preserving Text Representations Yitong Li, Timothy Baldwin, Trevor Cohn 2018 · 233 citations Results of the WMT20 Metrics Shared Task Nitika Mathur, Johnny Wei, Markus Freitag, et al. 2020 · 195 citations Word Sense Induction for Novel Sense Detection Jey Han Lau, Paul Cook, Diana McCarthy, et al. 2012 · 187 citations Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News Domain Markus Freitag, Ricardo Rei, Nitika Mathur, et al. 2021 · 169 citations See all 47 works →
🧭 TopicsTopics of its works in our library, with the number of works on each.
🔁 Machine translation ( 9) 📏 Evaluation & benchmarks ( 8) 🧠 Language models & pretraining ( 5) 🔗 Coreference resolution ( 4) 💬 Speech act theory ( 3) 🗨️ Dialogue systems ( 3) 🧩 Morphology ( 3) 🐪 Semitic languages ( 3) 🏷️ Named entity recognition ( 2) 🌍 Multilingual & cross-lingual NLP ( 2) 🌱 Low-resource languages ( 2) 🕎 Hebrew & Aramaic ( 2) 🧵 Discourse analysis ( 1) 🔀 Word sense disambiguation ( 1) 🔎 Information extraction ( 1)
2 more topics 🕸️ Knowledge graphs & ontologies ( 1) 🧒 Psycholinguistics & language acquisition ( 1)
📚 Fields🗣️ Linguistics & languages ( 26) 💬 Natural language processing ( 17) 🌐 Machine translation ( 9) 🤖 AI & machine learning ( 3) 🖥️ Computing & GPUs ( 3) ➗ Mathematics & statistics ( 1)
🤝 Collaborates withInstitutions on the bylines of the same works here; the number is the works they share.
University of Edinburgh6 Charles University6 Johns Hopkins University5 Data615 RMIT University5 University of Washington4 Monash University4 Google3 Centre National de la Recherche Scientifique3 University of California, Irvine3 University of British Columbia3 National University of Singapore3
🏛️ Parent and unitsUnits ARC Centre of Excellence for Mathematical and Statistical Frontiers Centre of Excellence for Biosecurity Risk Analysis Florey Institute of Neuroscience and Mental Health Peter Doherty Institute
Related Austin Health Austin Hospital Bionics Institute Burnet Institute Centre for Eye Research Australia Epworth Hospital Geelong Hospital Mercy Hospital for Women Murdoch Children's Research Institute Northern Hospital Royal Children's Hospital St Vincent's Hospital Melbourne St Vincents Institute of Medical Research The Royal Victorian Eye & Ear Hospital Victorian Comprehensive Cancer Centre
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 The University of Melbourne; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.
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