Elamur Research⌕
☰
home / institutions / companies / Google / works / page 2

Works of Google

272 works · page 2 of 3 · the most cited first · ← Google

1 2 3

  1. Sparse, Dense, and Attentional Representations for Text RetrievalYi Luan, Jacob Eisenstein, Kristina Toutanova, et al.2021 · 500 citations
  2. Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
  3. Language Models are Multilingual Chain-of-Thought ReasonersFreda Shi, Mirac Suzgun, Markus Freitag, et al.2022 · 490 citations
  4. Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 489 citations
  5. Regularizing Neural Networks by Penalizing Confident Output DistributionsGabriel Pereyra, George Tucker, Jan Chorowski, et al.2017 · 482 citations
  6. Solving olympiad geometry without human demonstrationsTrieu H. Trinh, Yuhuai Wu, Quoc V. Le, et al.2024 · 482 citations
  7. ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
  8. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 474 citations
  9. Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning2016 · 469 citations
  10. Large Language Models: A SurveyShervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024 · 467 citations
  11. SimVLM: Simple Visual Language Model Pretraining with Weak SupervisionZirui Wang, Jiahui Yu, Adams Wei Yu, et al.2021 · 459 citations
  12. Inherent Disagreements in Human Textual InferencesEllie Pavlick, Tom Kwiatkowski2019 · 451 citations
  13. Show your work: Scratchpads for intermediate computation with language models2021 · 448 citations
  14. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  15. Temporal Analysis of Language through Neural Language ModelsYoon Kim, Yi-I Chiu, Kentaro Hanaki, et al.2014 · 439 citations
  16. MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
  17. Adversarial Training Methods for Semi-Supervised Text ClassificationTakeru Miyato, Andrew M. Dai, Ian Goodfellow2016 · 416 citations
  18. Pay Less Attention with Lightweight and Dynamic ConvolutionsFelix Wu, Angela Fan, Alexei Baevski, et al.2019 · 416 citations
  19. Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran2022 · 415 citations
  20. Frame-Semantic ParsingDipanjan Das, Desai Chen, André F. T. Martins, et al.2014 · 411 citations
  21. Lattice-based Minimum Error Rate Training for Statistical Machine TranslationWolfgang Macherey, Franz Och, Ignacio Thayer, et al.2008 · 409 citations
  22. MuRIL: Multilingual Representations for Indian LanguagesSimran Khanuja, Diksha Bansal, Sarvesh Mehtani, et al.2021 · 408 citations
  23. Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based ProjectionsDipanjan Das, Slav Petrov2011 · 406 citations
  24. Automatic Detection of Generated Text is Easiest when Humans are FooledDaphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.2019 · 406 citations
  25. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsTianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 405 citations
  26. Characterizing the Errors of Data-Driven Dependency Parsing ModelsRyan McDonald, Joakim Nivre2007 · 403 citations
  27. FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechAlexis Conneau, Min Ma, Simran Khanuja, et al.2022 · 398 citations
  28. LongT5: Efficient Text-To-Text Transformer for Long SequencesMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 398 citations
  29. Long Range Arena: A Benchmark for Efficient TransformersYi Tay, Mostafa Dehghani, Samira Abnar, et al.2020 · 396 citations
  30. Linguistic Models for Analyzing and Detecting Biased LanguageMarta Recasens, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky2013 · 394 citations
  31. Truth Is a Lie: Crowd Truth and the Seven Myths of Human AnnotationLora M. Aroyo, Chris Welty2015 · 385 citations
  32. ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 377 citations
  33. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
  34. Massively Multilingual Neural Machine TranslationRoee Aharoni, Melvin Johnson, Orhan Firat2019 · 367 citations
  35. Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.2018 · 358 citations
  36. Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 356 citations
  37. Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 355 citations
  38. Integrating Graph-Based and Transition-Based Dependency ParsersJoakim Nivre, Ryan McDonald2008 · 354 citations
  39. RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat, et al.2023 · 351 citations
  40. Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 344 citations
  41. Teaching Small Language Models to ReasonLucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.2023 · 340 citations
  42. Cross-lingual Word Clusters for Direct Transfer of Linguistic StructureOscar Täckström, Ryan McDonald, Jakob Uszkoreit2012 · 340 citations
  43. PaLI: A Jointly-Scaled Multilingual Language-Image ModelXi Chen, Xiao Wang, Soravit Changpinyo, et al.2022 · 339 citations
  44. Visualizing and Measuring the Geometry of BERTAndy Coenen, Emily Reif, Ann Yuan, et al.2019 · 338 citations
  45. Sentence Compression by Deletion with LSTMsKatja Filippova, Enrique Alfonseca, Carlos A. Colmenares, et al.2015 · 337 citations
  46. MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking BaselinesXiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, et al.2020 · 335 citations
  47. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 333 citations
  48. Unsupervised Domain Clusters in Pretrained Language ModelsRoee Aharoni, Yoav Goldberg2020 · 326 citations
  49. Tagged Back-TranslationIsaac Caswell, Ciprian Chelba, David Grangier2019 · 323 citations
  50. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
  51. Multi-task Sequence to Sequence LearningMinh-Thang Luong, Quoc V. Le, Ilya Sutskever, et al.2015 · 313 citations
  52. Unsupervised Pretraining for Sequence to Sequence LearningPrajit Ramachandran, Peter Liu, Quoc Le2017 · 312 citations
  53. Generating Wikipedia by Summarizing Long SequencesPeter J. Liu, Mohammad Saleh, Etienne Pot, et al.2018 · 308 citations
  54. Learning Dense Representations for Entity RetrievalDaniel Gillick, Sayali Kulkarni, Larry Lansing, et al.2019 · 304 citations
  55. A Comparison of Features for Automatic Readability AssessmentLijun Feng, Martin Jansche, Matt Huenerfauth, et al.2010 · 297 citations
  56. Large Language Models are Effective Text Rankers with Pairwise Ranking PromptingZhen Qin, Rolf Jagerman, Kai Hui, et al.2024 · 296 citations
  57. SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine TranslationXinyi Wang, Hieu Pham, Zihang Dai, et al.2018 · 287 citations
  58. Scoring Coreference Partitions of Predicted Mentions: A Reference ImplementationSameer Pradhan, Xiaoqiang Luo, Marta Recasens, et al.2014 · 284 citations
  59. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase IdentificationYinfei Yang, Yuan Zhang, Chris Tar, et al.2019 · 283 citations
  60. Analysing Mathematical Reasoning Abilities of Neural ModelsDavid Saxton, Edward Grefenstette, Felix Hill, et al.2019 · 282 citations
  61. BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingKevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 279 citations
  62. Larger language models do in-context learning differentlyJerry Wei, Jason Wei, Yi Tay, et al.2023 · 277 citations
  63. A Challenge Set Approach to Evaluating Machine TranslationPierre Isabelle, Colin Cherry, George Foster2017 · 269 citations
  64. Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What MattersBoshi Wang, Sewon Min, Xiang Deng, et al.2023 · 267 citations
  65. Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationBhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 266 citations
  66. 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
  67. Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationNaveen Arivazhagan, Colin Cherry, Wolfgang Macherey, et al.2019 · 259 citations
  68. Measuring and Reducing Gendered Correlations in Pre-trained ModelsKellie Webster, Xuezhi Wang, Ian Tenney, et al.2020 · 252 citations
  69. Personality Traits in Large Language ModelsGreg Serapio-Garcia, Mustafa Safdari, Clement Crepy, et al.2023 · 251 citations
  70. Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksRabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al.2021 · 248 citations
  71. Structured Denoising Diffusion Models in Discrete State-SpacesJacob Austin, Daniel D. Johnson, Jonathan Ho, et al.2021 · 244 citations
  72. Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetBill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar, et al.2019 · 244 citations
  73. LaMP: When Large Language Models Meet PersonalizationAlireza Salemi, Sheshera Mysore, Michael Bendersky, et al.2024 · 239 citations
  74. ASQA: Factoid Questions Meet Long-Form AnswersIvan Stelmakh, Yi Luan, Bhuwan Dhingra, et al.2022 · 239 citations
  75. Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-trainingOshin Agarwal, Heming Ge, Siamak Shakeri, et al.2021 · 238 citations
  76. Multimodal Few-Shot Learning with Frozen Language ModelsMaria Tsimpoukelli, Jacob Menick, Serkan Cabi, et al.2021 · 238 citations
  77. Transformers learn in-context by gradient descentJohannes von Oswald, Eyvind Niklasson, Ettore Randazzo, et al.2022 · 236 citations
  78. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  79. SemEval-2022 Task 5: Multimedia Automatic Misogyny IdentificationElisabetta Fersini, Francesca Gasparini, Giulia Rizzi, et al.2022 · 234 citations
  80. Hurdles to Progress in Long-form Question AnsweringKalpesh Krishna, Aurko Roy, Mohit Iyyer2021 · 227 citations
  81. What learning algorithm is in-context learning? Investigations with linear modelsEkin Akyürek, Dale Schuurmans, Jacob Andreas, et al.2022 · 224 citations
  82. BLEU might be Guilty but References are not InnocentMarkus Freitag, David Grangier, Isaac Caswell2020 · 223 citations
  83. What Happens To BERT Embeddings During Fine-tuning?Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 219 citations
  84. Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexMinjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
  85. Syntactic Data Augmentation Increases Robustness to Inference HeuristicsJunghyun Min, R. Thomas McCoy, Dipanjan Das, et al.2020 · 215 citations
  86. Gradient Surgery for Multi-Task LearningTianhe Yu, Saurabh Kumar, Abhishek Gupta, et al.2020 · 214 citations
  87. Accelerating scientific discovery with Co-ScientistJuraj Gottweis, Wei-Hung Weng, Alexander Daryin, et al.2025 · 212 citations
  88. Reinforced Self-Training (ReST) for Language ModelingCaglar Gulcehre, Tom Le Paine, Srivatsan Srinivasan, et al.2023 · 209 citations
  89. Sources of Hallucination by Large Language Models on Inference TasksNick McKenna, Tianyi Li, Liang Cheng, et al.2023 · 208 citations
  90. XOR QA: Cross-lingual Open-Retrieval Question AnsweringAkari Asai, Jungo Kasai, Jonathan Clark, et al.2021 · 206 citations
  91. Challenges in Detoxifying Language ModelsJohannes Welbl, Amelia Glaese, Jonathan Uesato, et al.2021 · 206 citations
  92. Entities as Experts: Sparse Memory Access with Entity SupervisionThibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 205 citations
  93. Supervised Learning of Complete Morphological ParadigmsGreg Durrett, John DeNero2013 · 205 citations
  94. Autoformalization with Large Language ModelsYuhuai Wu, Albert Q. Jiang, Wenda Li, et al.2022 · 202 citations
  95. Toxicity Detection: Does Context Really Matter?John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon, et al.2020 · 198 citations
  96. Measuring Attribution in Natural Language Generation ModelsHannah Rashkin, Vitaly Nikolaev, Matthew Lamm, et al.2023 · 198 citations
  97. Improving Passage Retrieval with Zero-Shot Question GenerationDevendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 197 citations
  98. Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question AnsweringOr Honovich, Leshem Choshen, Roee Aharoni, et al.2021 · 195 citations
  99. Results of the WMT20 Metrics Shared TaskNitika Mathur, Johnny Wei, Markus Freitag, et al.2020 · 195 citations
  100. Bootstrapping Path-Based Pronoun ResolutionShane Bergsma, Dekang Lin2006 · 193 citations

1 2 3

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/companies/google/works/page/2/