---
title: "Monash University — research, people and papers"
description: "Monash University (Melbourne, Australia): 23 works on the Elamur Research site, 12 people with a page, 53,551 citations; its topics, units and the…"
canonical: "https://research.elamur.ai/free/en/universities/monash-university/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/monash-university/)

[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/) / Monash University

# Monash University

University [Melbourne](https://md.research.elamur.ai/free/en/agglomerations/melbourne/), [Australia](https://md.research.elamur.ai/free/en/countries/australia/)in the agglomeration of [Melbourne](https://md.research.elamur.ai/free/en/agglomerations/melbourne/)

- [Website](https://www.monash.edu)
- [ROR](https://ror.org/02bfwt286)
- [OpenAlex](https://openalex.org/I56590836)

[**23** works in our library](https://md.research.elamur.ai/free/en/universities/monash-university/#works) · [**35** people with a page](https://md.research.elamur.ai/free/en/universities/monash-university/#authors) · [**53,551** citations of these works](https://md.research.elamur.ai/free/en/universities/monash-university/#works) · [**2,090** citations in our library](https://md.research.elamur.ai/free/en/universities/monash-university/#works)

## People (35)

Authors with a page here who worked or studied at Monash University: first those whose cited work was done most here; beside each, their citations.

### Core (12)

Confirmed by their records, or by their bylines here with a fair part of their work.

- [Shirui Pan](https://md.research.elamur.ai/free/en/authors/shirui-pan/) — 2018–2025 on 130 papers · employment (Wikidata) · 2 papers here · 12,835 citations
- [Fangyu Liu](https://md.research.elamur.ai/free/en/authors/fangyu-liu/) — 2021–2023 on 6 papers · 2 papers here · 6,521 citations
- [Gholamreza Haffari](https://md.research.elamur.ai/free/en/authors/gholamreza-haffari/) — current · 2011–2026 on 224 papers · employment (ORCID) · 7 papers here · 2,227 citations
- [Yufei Wang](https://md.research.elamur.ai/free/en/authors/yufei-wang/) — 2022–2024 on 6 papers · 4 papers here · 3,117 citations
- [Nigel Collier](https://md.research.elamur.ai/free/en/authors/nigel-collier/) — 2021–2024 on 8 papers · 6 papers here · 2,079 citations
- [Mark Carman](https://md.research.elamur.ai/free/en/authors/mark-carman/) — 2011–2021 on 58 papers · 7 papers here · 709 citations
- [Terry Yue Zhuo](https://md.research.elamur.ai/free/en/authors/terry-yue-zhuo/) — current · 2022–2026 on 36 papers · 3 papers here · 867 citations
- [Ehsan Shareghi](https://md.research.elamur.ai/free/en/authors/ehsan-shareghi/) — current · 2015–2026 on 88 papers · 2 papers here · 667 citations
- [Aditya Joshi](https://md.research.elamur.ai/free/en/authors/aditya-joshi/) — 2014–2018 on 8 papers · 11 papers here · 1,203 citations
- [Sameen Maruf](https://md.research.elamur.ai/free/en/authors/sameen-maruf/) — 2018–2024 on 13 papers · 3 papers here · 600 citations
- [Zaiqiao Meng](https://md.research.elamur.ai/free/en/authors/zaiqiao-meng/) — 2021–2022 on 5 papers · 2 papers here · 458 citations
- [Ingrid Zukerman](https://md.research.elamur.ai/free/en/authors/ingrid-zukerman/) — current · 1987–2026 on 183 papers · employment (Wikidata) · 2 papers here · 308 citations

**Also published with this affiliation (23)**

Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.

- [Alham Fikri Aji](https://md.research.elamur.ai/free/en/authors/alham-fikri-aji/) — current · 2023–2026 on 5 papers · 4 papers here · 2,935 citations
- [Su Nam Kim](https://md.research.elamur.ai/free/en/authors/su-nam-kim/) — 2012–2015 on 12 papers · 5 papers here · 1,124 citations
- [Raj Dabre](https://md.research.elamur.ai/free/en/authors/raj-dabre/) — 2020–2025 on 3 papers · 3 papers here · 1,040 citations
- [Geoffrey Hinton](https://md.research.elamur.ai/free/en/authors/geoffrey-hinton/) — 2010 on 2 papers · 5 papers here · 25,530 citations
- [Michael Auli](https://md.research.elamur.ai/free/en/authors/michael-auli/) — 2024 on 2 papers · 17 papers here · 18,963 citations
- [George Foster](https://md.research.elamur.ai/free/en/authors/george-foster/) — 2023–2024 on 2 papers · 11 papers here · 5,519 citations
- [Zizheng Pan](https://md.research.elamur.ai/free/en/authors/zizheng-pan/) — 2021–2025 on 12 papers · 2 papers here · 5,423 citations
- [Trevor Cohn](https://md.research.elamur.ai/free/en/authors/trevor-cohn/) — 2015–2016 on 3 papers · 9 papers here · 5,266 citations
- [Graeme Hirst](https://md.research.elamur.ai/free/en/authors/graeme-hirst/) — education (ORCID) · education (Wikidata) · 8 papers here · 4,455 citations
- [Dat Quoc Nguyen](https://md.research.elamur.ai/free/en/authors/dat-quoc-nguyen/) — 2018–2019 on 3 papers · 4 papers here · 3,308 citations
- [Genta Indra Winata](https://md.research.elamur.ai/free/en/authors/genta-indra-winata/) — current · 2026 on 2 papers · 3 papers here · 3,281 citations
- [Jing Xu](https://md.research.elamur.ai/free/en/authors/jing-xu/) — 2021–2025 on 6 papers · 4 papers here · 2,653 citations
- [Pushpak Bhattacharyya](https://md.research.elamur.ai/free/en/authors/pushpak-bhattacharyya/) — 2018 on 3 papers · 17 papers here · 2,394 citations
- [Xindong Wu](https://md.research.elamur.ai/free/en/authors/xindong-wu/) — 1995–2002 on 19 papers · 2 papers here · 1,756 citations
- [Yixin Liu](https://md.research.elamur.ai/free/en/authors/yixin-liu/) — 2021–2024 on 16 papers · 3 papers here · 1,678 citations
- [Yi Liu](https://md.research.elamur.ai/free/en/authors/yi-liu/) — 2020 on 3 papers · 4 papers here · 1,599 citations
- [Ian Reid](https://md.research.elamur.ai/free/en/authors/ian-reid/) — 2018–2022 on 2 papers · 2 papers here · 1,348 citations
- [Zhifang Guo](https://md.research.elamur.ai/free/en/authors/zhifang-guo/) — 2017–2023 on 18 papers · 4 papers here · 930 citations
- [Vineel Pratap](https://md.research.elamur.ai/free/en/authors/vineel-pratap/) — 2024 on 2 papers · 2 papers here · 841 citations
- [Fahad Shahbaz Khan](https://md.research.elamur.ai/free/en/authors/fahad-shahbaz-khan/) — 2021 on 2 papers · 2 papers here · 693 citations
- [Diptesh Kanojia](https://md.research.elamur.ai/free/en/authors/diptesh-kanojia/) — 2018–2020 on 4 papers · education (ORCID) · education (Wikidata) · 3 papers here · 612 citations
- [Abhijit Mishra](https://md.research.elamur.ai/free/en/authors/abhijit-mishra/) — 2018 on 2 papers · 3 papers here · 400 citations
- [Yiyi Liu](https://md.research.elamur.ai/free/en/authors/yiyi-liu/) — 2017–2022 on 23 papers · 2 papers here · 58 citations

## Works in our library (23)

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
- [A Comprehensive Survey on Graph Neural Networks](https://md.research.elamur.ai/free/en/papers/wu-2019-comprehensive-survey-graph-neural-networks/) — Zonghan Wu, Shirui Pan, Fengwen Chen, et al. · 2019 · 10,295 citations
- [Unifying Large Language Models and Knowledge Graphs: A Roadmap](https://md.research.elamur.ai/free/en/papers/pan-2023-unifying-large-language-models-knowledge/) — Shirui Pan, Linhao Luo, Yufei Wang, et al. · 2023 · 1,545 citations
- [Graph-to-Sequence Learning using Gated Graph Neural Networks](https://md.research.elamur.ai/free/en/papers/beck-2018-graph-sequence-learning-gated-graph/) — Daniel Beck, Gholamreza Haffari, Trevor Cohn · 2018 · 456 citations
- [Self-Alignment Pretraining for Biomedical Entity Representations](https://md.research.elamur.ai/free/en/papers/liu-2021-self-alignment-pretraining-biomedical-entity/) — Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, et al. · 2021 · 432 citations
- [Iterative Back-Translation for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/hoang-2018-iterative-back-translation-neural-machine/) — Vu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, et al. · 2018 · 420 citations
- [Harnessing Context Incongruity for Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/joshi-2015-harnessing-context-incongruity-sarcasm-detection/) — Aditya Joshi, Vinita Sharma, Pushpak Bhattacharyya · 2015 · 415 citations
- [Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity](https://md.research.elamur.ai/free/en/papers/zhuo-2023-red-teaming-chatgpt-jailbreaking-bias/) — Terry Yue Zhuo, Yujin Huang, Chunyang Chen, et al. · 2023 · 243 citations
- [Document Context Neural Machine Translation with Memory Networks](https://md.research.elamur.ai/free/en/papers/maruf-2018-document-context-neural-machine-translation/) — Sameen Maruf, Gholamreza Haffari · 2018 · 236 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
- [Automatic Sarcasm Detection: A Survey](https://md.research.elamur.ai/free/en/papers/joshi-2016-automatic-sarcasm-detection-survey/) — Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman · 2016 · 214 citations
- [DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text](https://md.research.elamur.ai/free/en/papers/su-2023-detectllm-leveraging-log-rank-information/) — Jinyan Su, Terry Zhuo, Di Wang, et al. · 2023 · 172 citations
- [BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions](https://md.research.elamur.ai/free/en/papers/zhuo-2024-bigcodebench-benchmarking-code-generation-diverse/) — Terry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al. · 2024 · 163 citations
- [Your Sentiment Precedes You: Using an author's historical tweets to predict sarcasm](https://md.research.elamur.ai/free/en/papers/khattri-2015-your-sentiment-precedes-you-author/) — Anupam Khattri, Aditya Joshi, Pushpak Bhattacharyya, et al. · 2015 · 114 citations
- [Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series ‘Friends'](https://md.research.elamur.ai/free/en/papers/joshi-2016-harnessing-sequence-labeling-sarcasm-detection/) — Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya, et al. · 2016 · 87 citations
- [How Do Cultural Differences Impact the Quality of Sarcasm Annotation?: A Case Study of Indian Annotators and American Text](https://md.research.elamur.ai/free/en/papers/joshi-2016-how-do-cultural-differences-impact/) — Aditya Joshi, Pushpak Bhattacharyya, Mark Carman, et al. · 2016 · 46 citations
- [A Hierarchical Neural Model for Learning Sequences of Dialogue Acts](https://md.research.elamur.ai/free/en/papers/tran-2017-hierarchical-neural-model-learning-sequences/) — Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari · 2017 · 44 citations
- [Classifying Dialogue Acts in Multi-party Live Chats](https://md.research.elamur.ai/free/en/papers/kim-2012-classifying-dialogue-acts-multi-party/) — Su Nam Kim, Lawrence Cavedon, Timothy Baldwin · 2012 · 34 citations
- [Findings of the WMT 2020 Shared Task on Chat Translation](https://md.research.elamur.ai/free/en/papers/farajian-2020-findings-wmt-2020-shared-task/) — M. Amin Farajian, António V. Lopes, André F. T. Martins, et al. · 2020 · 29 citations
- [Preserving Distributional Information in Dialogue Act Classification](https://md.research.elamur.ai/free/en/papers/tran-2017-preserving-distributional-information-dialogue-act/) — Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari · 2017 · 22 citations
- [Sarcasm Target Identification: Dataset and An Introductory Approach](https://md.research.elamur.ai/free/en/papers/joshi-2018-sarcasm-target-identification-dataset-introductory/) — Aditya Joshi, Pranav Goel, Pushpak Bhattacharyya, et al. · 2018 · 16 citations
- [Integrating Transformers and Knowledge Graphs for Twitter Stance Detection](https://md.research.elamur.ai/free/en/papers/clark-2021-integrating-transformers-knowledge-graphs-twitter/) — Thomas Clark, Costanza Conforti, Fangyu Liu, et al. · 2021 · 14 citations
- [Detecting Sarcasm Using Different Forms Of Incongruity](https://md.research.elamur.ai/free/en/papers/joshi-2017-detecting-sarcasm-different-forms-incongruity/) — Aditya Joshi · 2017 · 2 citations

## Topics

Topics of its works in our library, with the number of works on each.

[Sentiment & emotion (8)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Dialogue systems (4)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Speech act theory (3)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Machine translation (3)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Language models & pretraining (2)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Knowledge graphs & ontologies (2)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Code & programming languages (1)](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/)

## Fields

[Linguistics & languages (13)](https://md.research.elamur.ai/free/en/shelves/linguistics/) · [Natural language processing (5)](https://md.research.elamur.ai/free/en/shelves/nlp/) · [Machine translation (2)](https://md.research.elamur.ai/free/en/shelves/machine-translation/) · [AI & machine learning (2)](https://md.research.elamur.ai/free/en/shelves/ai/) · [Mathematics & statistics (2)](https://md.research.elamur.ai/free/en/shelves/mathematics/)

## Collaborates with

Institutions on the bylines of the same works here; the number is the works they share.

[Indian Institute of Technology Bombay 8](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-bombay/) [IITB-Monash Research Academy 6](https://md.research.elamur.ai/free/en/universities/iitb-monash-research-academy/) [University of Cambridge 4](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) [The University of Melbourne 4](https://md.research.elamur.ai/free/en/universities/the-university-of-melbourne/) [University of California, Berkeley 3](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) [Carnegie Mellon University 3](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) [Johns Hopkins University 3](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) [University of Illinois Urbana-Champaign 3](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) [Cornell University 3](https://md.research.elamur.ai/free/en/universities/cornell-university/) [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 Amsterdam 2](https://md.research.elamur.ai/free/en/universities/university-of-amsterdam/)

## Parent and units

**Units** [IITB-Monash Research Academy](https://md.research.elamur.ai/free/en/universities/iitb-monash-research-academy/) ARC Centre of Excellence for Integrative Brain Function Australian Regenerative Medicine Institute Monash University Malaysia Monash University, Indonesia

**Related** Alfred Health Box Hill Hospital Burnet Institute Monash Medical Centre The Alfred 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 Monash University; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.