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Works of Australia

116 · page 1 of 2 · the most cited first · ← Australia

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  1. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
  2. C4.5: Programs for Machine LearningJ. Ross Quinlan1993 · 23,781 citations
  3. A Comprehensive Survey on Graph Neural NetworksZonghan Wu, Shirui Pan, Fengwen Chen, et al.2019 · 10,295 citations
  4. Explanation in Artificial Intelligence: Insights from the Social SciencesTim Miller2017 · 5,362 citations
  5. Unifying Large Language Models and Knowledge Graphs: A RoadmapShirui Pan, Linhao Luo, Yufei Wang, et al.2023 · 1,545 citations
  6. NLTK: The Natural Language ToolkitSteven Bird2006 · 1,372 citations
  7. Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environmentsPeter Anderson, Qi Wu, Damien Teney, et al.2017 · 1,346 citations
  8. A Comprehensive Overview of Large Language ModelsHumza Naveed, Asad Ullah Khan, Shi Qiu, et al.2023 · 1,286 citations
  9. BERTweet: A pre-trained language model for English TweetsDat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen2020 · 1,139 citations
  10. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, et al.2018 · 944 citations
  11. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
  12. Automatic Evaluation of Topic CoherenceDavid Newman, Jey Han Lau, Karl Grieser, et al.2010 · 823 citations
  13. An Improved Non-monotonic Transition System for Dependency ParsingMatthew Honnibal, Mark Johnson2015 · 749 citations
  14. langid.py: An Off-the-shelf Language Identification ToolMarco Lui, Timothy Baldwin2012 · 695 citations
  15. Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
  16. Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear ModelsStephen Clark, James R. Curran2007 · 625 citations
  17. Lexical Normalisation of Short Text Messages: Makn Sens a #twitterBo Han, Timothy Baldwin2011 · 586 citations
  18. PhoBERT: Pre-trained language models for VietnameseDat Quoc Nguyen, Anh Tuan Nguyen2020 · 571 citations
  19. SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific ArticlesSu Nam Kim, Olena Medelyan, Min-Yen Kan, et al.2010 · 459 citations
  20. Graph-to-Sequence Learning using Gated Graph Neural NetworksDaniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 456 citations
  21. GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun, Xiaoya Li, et al.2025 · 436 citations
  22. Self-Alignment Pretraining for Biomedical Entity RepresentationsFangyu Liu, Ehsan Shareghi, Zaiqiao Meng, et al.2021 · 432 citations
  23. Offline bilingual word vectors, orthogonal transformations and the inverted softmaxSamuel L. Smith, David H. P. Turban, Steven Hamblin, et al.2017 · 426 citations
  24. Iterative Back-Translation for Neural Machine TranslationVu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, et al.2018 · 420 citations
  25. Harnessing Context Incongruity for Sarcasm DetectionAditya Joshi, Vinita Sharma, Pushpak Bhattacharyya2015 · 415 citations
  26. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question AnsweringZhou Yu, Dejing Xu, Jun Yu, et al.2019 · 389 citations
  27. Parsing the WSJ Using CCG and Log-Linear ModelsStephen Clark, James R. Curran2004 · 388 citations
  28. Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor Cohn2020 · 385 citations
  29. CMMLU: Measuring massive multitask language understanding in ChineseHaonan Li, Yixuan Zhang, Fajri Koto, et al.2023 · 384 citations
  30. ChatDev: Communicative Agents for Software DevelopmentChen Qian, Wei Liu, Hongzhang Liu, et al.2023 · 373 citations
  31. The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational LinguisticsSteven Bird, Robert Dale, Bonnie Dorr, et al.2008 · 364 citations
  32. Massively Multilingual Transfer for NERAfshin Rahimi, Yuan Li, Trevor Cohn2019 · 328 citations
  33. Helping Our Own: The HOO 2011 Pilot Shared TaskRobert Dale, Adam Kilgarriff2011 · 279 citations
  34. Guided Open Vocabulary Image Captioning with Constrained Beam SearchPeter Anderson, Basura Fernando, Mark Johnson, et al.2017 · 278 citations
  35. Automatic Language Identification in Texts: A SurveyTommi Jauhiainen, Marco Lui, Marcos Zampieri, et al.2019 · 277 citations
  36. How Noisy Social Media Text, How Diffrnt Social Media Sources?Timothy Baldwin, Paul Cook, Marco Lui, et al.2013 · 275 citations
  37. Jailbreaking ChatGPT via Prompt Engineering: An Empirical StudyYi Liu, Gelei Deng, Zhengzi Xu, et al.2023 · 266 citations
  38. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel2020 · 264 citations
  39. Findings of the VarDial Evaluation Campaign 2017Marcos Zampieri, Shervin Malmasi, Nikola Ljubešić, et al.2017 · 261 citations
  40. Decolonising Speech and Language TechnologySteven Bird2020 · 254 citations
  41. SPICE: Semantic Propositional Image Caption EvaluationPeter Anderson, Basura Fernando, Mark Johnson, et al.2016 · 244 citations
  42. HOO 2012: A Report on the Preposition and Determiner Error Correction Shared TaskRobert Dale, Ilya Anisimoff, George Narroway2012 · 243 citations
  43. Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and ToxicityTerry Yue Zhuo, Yujin Huang, Chunyang Chen, et al.2023 · 243 citations
  44. Document Context Neural Machine Translation with Memory NetworksSameen Maruf, Gholamreza Haffari2018 · 236 citations
  45. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  46. Towards Robust and Privacy-preserving Text RepresentationsYitong Li, Timothy Baldwin, Trevor Cohn2018 · 233 citations
  47. SLURP: A Spoken Language Understanding Resource PackageEmanuele Bastianelli, Andrea Vanzo, Pawel Swietojanski, et al.2020 · 222 citations
  48. Automatic Sarcasm Detection: A SurveyAditya Joshi, Pushpak Bhattacharyya, Mark James Carman2016 · 214 citations
  49. Sources of Hallucination by Large Language Models on Inference TasksNick McKenna, Tianyi Li, Liang Cheng, et al.2023 · 208 citations
  50. The Importance of Supertagging for Wide-Coverage CCG ParsingStephen Clark, James R. Curran2004 · 205 citations
  51. Prompt Injection attack against LLM-integrated ApplicationsYi Liu; Gelei Deng; Yuekang Li; Kailong Wang; Zihao Wang; Xiaofeng Wang; Tianwei Zhang; Yepang Liu; Haoyu Wang; Yan Zheng; Leo Yu Zhang;, Yang Liu2023 · 197 citations
  52. Results of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag, et al.2020 · 195 citations
  53. Towards Making the Most of ChatGPT for Machine TranslationKeqin Peng, Liang Ding, Qihuang Zhong, et al.2023 · 190 citations
  54. Word Sense Induction for Novel Sense DetectionJey Han Lau, Paul Cook, Diana McCarthy, et al.2012 · 187 citations
  55. DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated TextJinyan Su, Terry Zhuo, Di Wang, et al.2023 · 172 citations
  56. Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News DomainMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2021 · 169 citations
  57. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
  58. Automatic Detection and Language Identification of Multilingual DocumentsMarco Lui, Jey Han Lau, Timothy Baldwin2014 · 157 citations
  59. Accurate Evaluation of Segment-level Machine Translation MetricsYvette Graham, Timothy Baldwin, Nitika Mathur2015 · 155 citations
  60. Adding Noun Phrase Structure to the Penn TreebankDavid Vadas, James Curran2007 · 149 citations
  61. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetHugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 145 citations
  62. DeepInception: Hypnotize Large Language Model to Be JailbreakerXuan Li, Zhanke Zhou, Jianing Zhu, et al.2023 · 138 citations
  63. Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language ModelsQingyu Lu, Baopu Qiu, Liang Ding, et al.2024 · 135 citations
  64. Automatic Interpretation of Noun Compounds Using WordNet SimilaritySu Nam Kim, Timothy Baldwin2005 · 134 citations
  65. Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser OutputJonathan K. Kummerfeld, David Hall, James R. Curran, et al.2012 · 127 citations
  66. Classifying Dialogue Acts in One-on-One Live ChatsSu Nam Kim, Lawrence Cavedon, Timothy Baldwin2010 · 125 citations
  67. UniMorph 3.0: Universal MorphologyArya D. McCarthy, Christo Kirov, Matteo Grella, et al.2020 · 122 citations
  68. ArabicMMLU: Assessing Massive Multitask Language Understanding in ArabicFajri Koto, Haonan Li, Sara Shatnawi, et al.2024 · 116 citations
  69. Your Sentiment Precedes You: Using an author's historical tweets to predict sarcasmAnupam Khattri, Aditya Joshi, Pushpak Bhattacharyya, et al.2015 · 114 citations
  70. Data Engineering for Scaling Language Models to 128K ContextYao Fu, Rameswar Panda, Xinyao Niu, et al.2024 · 107 citations
  71. Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series ‘Friends'Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya, et al.2016 · 87 citations
  72. UniMorph 4.0: Universal MorphologyKhuyagbaatar Batsuren, Omer Goldman, Salam Khalifa2022 · 82 citations
  73. Formalism-Independent Parser Evaluation with CCG and DepBankStephen Clark, James Curran2007 · 79 citations
  74. Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft PromptingChen Chen, Yufei Wang, Aixin Sun, et al.2023 · 75 citations
  75. The SIGMORPHON 2022 Shared Task on Morpheme SegmentationKhuyagbaatar Batsuren, Gabor Bella, Aryaman Arora2022 · 71 citations
  76. Findings of the WMT 2017 Biomedical Translation Shared TaskAntonio Jimeno Yepes, Aurélie Névéol, Mariana Neves, et al.2017 · 69 citations
  77. Supersense Tagging of Unknown Nouns using Semantic SimilarityJames Curran2005 · 64 citations
  78. Dialogue Act Tagging for Instant Messaging Chat SessionsEdward Ivanovic2005 · 57 citations
  79. Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical TerminologiesRachel Bawden, Kevin Bretonnel Cohen, Cristian Grozea, et al.2019 · 54 citations
  80. How Do Cultural Differences Impact the Quality of Sarcasm Annotation?: A Case Study of Indian Annotators and American TextAditya Joshi, Pushpak Bhattacharyya, Mark Carman, et al.2016 · 46 citations
  81. A Hierarchical Neural Model for Learning Sequences of Dialogue ActsQuan Hung Tran, Ingrid Zukerman, Gholamreza Haffari2017 · 44 citations
  82. Top-down Discourse Parsing via Sequence LabellingFajri Koto, Jey Han Lau, Timothy Baldwin2021 · 37 citations
  83. Classifying Dialogue Acts in Multi-party Live ChatsSu Nam Kim, Lawrence Cavedon, Timothy Baldwin2012 · 34 citations
  84. What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural textBiaoyan Fang, Timothy Baldwin, Karin Verspoor2022 · 32 citations
  85. The Referential Reader: A Recurrent Entity Network for Anaphora ResolutionFei Liu, Luke Zettlemoyer, Jacob Eisenstein2019 · 31 citations
  86. Findings of the WMT 2020 Shared Task on Chat TranslationM. Amin Farajian, António V. Lopes, André F. T. Martins, et al.2020 · 29 citations
  87. Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation RecognitionYuxin Jiang, Linhan Zhang, Wei Wang2023 · 28 citations
  88. ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical DomainBiaoyan Fang, Christian Druckenbrodt, Saber A Akhondi, et al.2021 · 27 citations
  89. Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention NetworkFan Jiang, Trevor Cohn2021 · 23 citations
  90. The Noun אִישׁ (ʾîš) in Biblical Hebrew: A Term of AffiliationDavid E. S. Stein2008 · 23 citations
  91. Parsing Noun Phrases in the Penn TreebankDavid Vadas, James R. Curran2011 · 23 citations
  92. Preserving Distributional Information in Dialogue Act ClassificationQuan Hung Tran, Ingrid Zukerman, Gholamreza Haffari2017 · 22 citations
  93. The Qumran Scrolls of the Book of Judges: Literary Formation, Textual Criticism, and Historical LinguisticsRobert Rezetko2013 · 20 citations
  94. Evaluating a Statistical CCG Parser on WikipediaMatthew Honnibal, Joel Nothman, James R. Curran2009 · 19 citations
  95. Limited memory incremental coreference resolutionKellie Webster, James R. Curran2014 · 18 citations
  96. Sarcasm Target Identification: Dataset and An Introductory ApproachAditya Joshi, Pranav Goel, Pushpak Bhattacharyya, et al.2018 · 16 citations
  97. Integrating Transformers and Knowledge Graphs for Twitter Stance DetectionThomas Clark, Costanza Conforti, Fangyu Liu, et al.2021 · 14 citations
  98. What Causes the Failure of Explicit to Implicit Discourse Relation Recognition?Wei Liu, Stephen Wan, Michael Strube2024 · 12 citations
  99. Identifying Cascading Errors using Constraints in Dependency ParsingDominick Ng, James R. Curran2015 · 12 citations
  100. AMR-TST: Abstract Meaning Representation-based Text Style TransferKaize Shi, Xueyao Sun, Li He, et al.2023 · 11 citations

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