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Works of Canada

259 · page 2 of 3 · the most cited first · ← Canada

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  1. Metaphor as a Medium for Emotion: An Empirical StudySaif Mohammad, Ekaterina Shutova, Peter Turney2016 · 285 citations
  2. Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity AnnotationSvetlana Kiritchenko, Saif Mohammad2017 · 282 citations
  3. A Systematic Comparison of Smoothing Techniques for Sentence-Level BLEUBoxing Chen, Colin Cherry2014 · 281 citations
  4. Similarity of Semantic RelationsPeter D. Turney2006 · 277 citations
  5. Llemma: An Open Language Model For MathematicsZhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al.2023 · 275 citations
  6. Applying Many-to-Many Alignments and Hidden Markov Models to Letter-to-Phoneme ConversionSittichai Jiampojamarn, Grzegorz Kondrak, Tarek Sherif2007 · 274 citations
  7. met*: A Method for Discriminating Metonymy and Metaphor by ComputerDan Fass1991 · 269 citations
  8. A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George Foster2017 · 269 citations
  9. Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced LanguagesKelechi Ogueji, Yuxin Zhu, Jimmy Lin2021 · 265 citations
  10. Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More RobustMarkus Freitag, Ricardo Rei, Nitika Mathur, et al.2022 · 263 citations
  11. CODRA: A Novel Discriminative Framework for Rhetorical AnalysisShafiq Joty, Giuseppe Carenini, Raymond T. Ng2015 · 263 citations
  12. Abstractive Summarization of Product Reviews Using Discourse StructureShima Gerani, Yashar Mehdad, Giuseppe Carenini, et al.2014 · 260 citations
  13. On Extractive and Abstractive Neural Document Summarization with Transformer Language ModelsJonathan Pilault, Raymond Li, Sandeep Subramanian, et al.2020 · 259 citations
  14. Fine-Tuning LLaMA for Multi-Stage Text RetrievalXueguang Ma, Liang Wang, Nan Yang, et al.2023 · 254 citations
  15. A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-EditingVanessa Wei Feng, Graeme Hirst2014 · 250 citations
  16. The Curse of Recursion: Training on Generated Data Makes Models ForgetIlia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al.2023 · 250 citations
  17. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 244 citations
  18. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.2020 · 243 citations
  19. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  20. Learning to Understand Phrases by Embedding the DictionaryFelix Hill, Kyunghyun Cho, Anna Korhonen, et al.2016 · 234 citations
  21. Evaluating Open-Domain Question Answering in the Era of Large Language ModelsEhsan Kamalloo, Nouha Dziri, Charles Clarke, et al.2023 · 233 citations
  22. Factual Error Correction for Abstractive Summarization ModelsMeng Cao, Yue Dong, Jiapeng Wu, et al.2020 · 217 citations
  23. Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse AnalysisShafiq Joty, Giuseppe Carenini, Raymond Ng, et al.2013 · 217 citations
  24. An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language ModelsNicholas Meade, Elinor Poole-Dayan, Siva Reddy2022 · 211 citations
  25. Text-level Discourse Parsing with Rich Linguistic FeaturesVanessa Wei Feng, Graeme Hirst2012 · 208 citations
  26. On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?Nouha Dziri, Sivan Milton, Mo Yu, et al.2022 · 205 citations
  27. EAGLE: Speculative Sampling Requires Rethinking Feature UncertaintyYuhui Li, Fangyun Wei, Chao Zhang, et al.2024 · 204 citations
  28. PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationWen Xiao, Iz Beltagy, Giuseppe Carenini, et al.2022 · 204 citations
  29. Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningShivalika Singh, Freddie Vargus, Daniel D'souza, et al.2024 · 202 citations
  30. AraT5: Text-to-Text Transformers for Arabic Language GenerationEl Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed2022 · 201 citations
  31. DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank AdaptationMojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, et al.2023 · 201 citations
  32. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsMd Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, et al.2023 · 198 citations
  33. Improving Passage Retrieval with Zero-Shot Question GenerationDevendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 197 citations
  34. Paraphrasing for StyleWei Xu, Alan Ritter, Bill Dolan, et al.2012 · 196 citations
  35. Bootstrapping Path-Based Pronoun ResolutionShane Bergsma, Dekang Lin2006 · 193 citations
  36. Exploring and Predicting Transferability across NLP TasksTu Vu, Tong Wang, Tsendsuren Munkhdalai, et al.2020 · 192 citations
  37. A Dataset for Multi-Target Stance DetectionParinaz Sobhani, Diana Inkpen, Xiaodan Zhu2017 · 190 citations
  38. Large Language Models are few(1)-shot Table ReasonersWenhu Chen2023 · 182 citations
  39. Representation Degeneration Problem in Training Natural Language Generation ModelsJun Gao, Di He, Xu Tan, et al.2019 · 179 citations
  40. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationShivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 179 citations
  41. On the Risk of Misinformation Pollution with Large Language ModelsYikang Pan, Liangming Pan, Wenhu Chen, et al.2023 · 177 citations
  42. Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesSumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, et al.2023 · 174 citations
  43. 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
  44. P-Stance: A Large Dataset for Stance Detection in Political DomainYingjie Li, Tiberiu Sosea, Aditya Sawant, et al.2021 · 169 citations
  45. Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive SummarizationMeng Cao, Yue Dong, Jackie Cheung2022 · 167 citations
  46. Binding Language Models in Symbolic LanguagesZhoujun Cheng, Tianbao Xie, Peng Shi, et al.2022 · 165 citations
  47. Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language ModelsBofei Gao, Feifan Song, Zhe Yang, et al.2024 · 159 citations
  48. LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingMostafa Elhoushi, Akshat Shrivastava, Diana Liskovich, et al.2024 · 155 citations
  49. Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not InnocentMarkus Freitag, Nitika Mathur, Chi-kiu Lo, et al.2023 · 155 citations
  50. GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalKexin Wang, Nandan Thakur, Nils Reimers, et al.2022 · 155 citations
  51. TheoremQA: A Theorem-driven Question Answering DatasetWenhu Chen, Ming Yin, Max Ku, et al.2023 · 154 citations
  52. SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-trainingTianzhe Chu, Yuexiang Zhai, Jihan Yang, et al.2025 · 151 citations
  53. MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionDavid Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
  54. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language ModelsJunyi Li, Jie Chen, Ruiyang Ren, et al.2024 · 150 citations
  55. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesXinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 148 citations
  56. Generative Verifiers: Reward Modeling as Next-Token PredictionLunjun Zhang, Arian Hosseini, Hritik Bansal, et al.2024 · 143 citations
  57. SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and DialectsDavid Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, et al.2023 · 135 citations
  58. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An, et al.2020 · 135 citations
  59. Long-context LLMs Struggle with Long In-context LearningTianle Li, Ge Zhang, Quy Duc Do, et al.2024 · 132 citations
  60. Automatically Constructing a Lexicon of Verb Phrase Idiomatic CombinationsAfsaneh Fazly, Suzanne Stevenson2006 · 131 citations
  61. EAGLE-2: Faster Inference of Language Models with Dynamic Draft TreesYuhui Li, Fangyun Wei, Chao Zhang, et al.2024 · 131 citations
  62. OpenWebMath: An Open Dataset of High-Quality Mathematical Web TextKeiran Paster, Marco Dos Santos, Zhangir Azerbayev, et al.2023 · 124 citations
  63. UniMorph 3.0: Universal MorphologyArya D. McCarthy, Christo Kirov, Matteo Grella, et al.2020 · 122 citations
  64. Transformer-Patcher: One Mistake worth One NeuronZeyu Huang, Yikang Shen, Xiaofeng Zhang, et al.2023 · 120 citations
  65. Speech Acts and RationalityPhilip R. Cohen, Hector J. Levesque1985 · 117 citations
  66. WikiCoref: An English Coreference-annotated Corpus of Wikipedia ArticlesAbbas Ghaddar, Phillippe Langlais2016 · 116 citations
  67. The Johns Hopkins University Bible Corpus: 1600+ Tongues for Typological ExplorationArya D. McCarthy, Rachel Wicks, Dylan Lewis, et al.2020 · 115 citations
  68. MorphoLex: A derivational morphological database for 70,000 English wordsClaudia H. Sánchez-Gutiérrez, Hugo Mailhot, S. Hélène Deacon, et al.2018 · 115 citations
  69. Word Affect IntensitiesSaif Mohammad2018 · 114 citations
  70. V-STaR: Training Verifiers for Self-Taught ReasonersArian Hosseini, Xingdi Yuan, Nikolay Malkin, et al.2024 · 111 citations
  71. Olmo 3Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 109 citations
  72. The Repair of Speech Act Misunderstandings by Abductive InferenceSusan W. McRoy, Graeme Hirst1995 · 109 citations
  73. Are LLMs Breaking MT Metrics? Results of the WMT24 Metrics Shared TaskMarkus Freitag, Nitika Mathur, Daniel Deutsch, et al.2024 · 106 citations
  74. Measuring Machine Translation Errors in New DomainsAnn Irvine, John Morgan, Marine Carpuat, et al.2013 · 104 citations
  75. An Unsupervised Approach to Prepositional Phrase Attachment using Contextually Similar WordsPatrick Pantel, Dekang Lin2000 · 103 citations
  76. It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
  77. Arabic Fake News Detection Based on Deep Contextualized Embedding ModelsAli Bou Nassif, Ashraf Elnagar, Omar Elgendy, et al.2022 · 90 citations
  78. Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented RegularizationKian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup2018 · 87 citations
  79. UniMorph 4.0: Universal MorphologyKhuyagbaatar Batsuren, Omer Goldman, Salam Khalifa2022 · 82 citations
  80. MEANT 2.0: Accurate semantic MT evaluation for any output languageChi-kiu Lo2017 · 81 citations
  81. Anaphora Resolution with the ARRAU CorpusMassimo Poesio, Yulia Grishina, Varada Kolhatkar, et al.2018 · 81 citations
  82. Annotation upon Annotation: Adding Signalling Information to a Corpus of Discourse RelationsMaite Taboada, Debopam Das2013 · 81 citations
  83. The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora ResolutionAli Emami, Paul Trichelair, Adam Trischler, et al.2019 · 73 citations
  84. Using the Web in Machine Learning for Other-Anaphora ResolutionNatalia N. Modjeska, Katja Markert, Malvina Nissim2003 · 70 citations
  85. Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical StructureKelsey Allen, Giuseppe Carenini, Raymond Ng2014 · 60 citations
  86. TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic VarietiesKarima Kadaoui, Samar M. Magdy, Abdul Waheed, et al.2023 · 60 citations
  87. LegalAgentBench: Evaluating LLM Agents in Legal DomainHaitao Li, Junjie Chen, Jingli Yang, et al.2025 · 60 citations
  88. Dialogue Act Recognition in Synchronous and Asynchronous ConversationsMaryam Tavafi, Yashar Mehdad, Shafiq Joty, et al.2013 · 60 citations
  89. Anaphora With Non-nominal Antecedents in Computational Linguistics: a SurveyVarada Kolhatkar, Adam Roussel, Stefanie Dipper, et al.2018 · 51 citations
  90. An Expectation Maximization Approach to Pronoun ResolutionColin Cherry, Shane Bergsma2005 · 49 citations
  91. AraStance: A Multi-Country and Multi-Domain Dataset of Arabic Stance Detection for Fact CheckingTariq Alhindi, Amal Alabdulkarim, Ali Alshehri, et al.2021 · 41 citations
  92. Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment AnalysisBita Nejat, Giuseppe Carenini, Raymond Ng2017 · 40 citations
  93. MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment SupervisionPatrick Huber, Giuseppe Carenini2020 · 35 citations
  94. Coreference for Discourse Parsing: A Neural ApproachGrigorii Guz, Giuseppe Carenini2020 · 31 citations
  95. Extractive Summarization and Dialogue Act Modeling on Email Threads: An Integrated Probabilistic ApproachTatsuro Oya, Giuseppe Carenini2014 · 31 citations
  96. Interpreting Anaphoric Shell Nouns using Antecedents of Cataphoric Shell Nouns as Training DataVarada Kolhatkar, Heike Zinsmeister, Graeme Hirst2013 · 29 citations
  97. Inducing Discourse Connectives from Parallel TextsMajid Laali, Leila Kosseim2014 · 29 citations
  98. MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query ResponseZihao Deng, Yinghao Ma, Yudong Liu, et al.2024 · 27 citations
  99. The Good, the Bad, and the Disagreement: Complex ground truth in rhetorical structure analysisDebopam Das, Manfred Stede, Maite Taboada2017 · 24 citations
  100. Verb Phrase Ellipsis Resolution Using Discriminative and Margin-Infused AlgorithmsKian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup2016 · 24 citations

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