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👁️ Computer Vision and Pattern Recognition

1,029 papers · page 5 of 12 · 326–425 · the most cited first · all shelves

Computer Vision and Pattern Recognition is a subfield of Computer Science in the OpenAlex classification of science. The topics most of its papers here are on: «Multimodal Machine Learning Applications», «Advanced Neural Network Applications», «Handwritten Text Recognition Techniques».

 Papers

1 … 4 5 6 … 12

  1. Entity-Relation Extraction as Multi-Turn Question AnsweringXiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 437 citations
  2. GPT-NER: Named Entity Recognition via Large Language ModelsShuhe Wang, Xiaofei Sun, Xiaoya Li, et al.2025 · 436 citations
  3. The Falcon Series of Open Language ModelsEbtesam Almazrouei, Hamza Alobeidli, Abdulaziz Alshamsi, et al.2023 · 436 citations
  4. Improving Text Embeddings with Large Language ModelsLiang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 433 citations
  5. oLMpics — On what Language Model Pre-training CapturesAlon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 432 citations
  6. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyNora Kassner, Hinrich Schütze2020 · 431 citations
  7. Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object DetectionShilong Liu, Zhaoyang Zeng, Tianhe Ren, et al.2023 · 430 citations
  8. C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation ModelsYuzhen Huang, Yuzhuo Bai, Zhihao Zhu, et al.2023 · 427 citations
  9. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingSebastian Hofstatter, Sheng-Chieh Lin, Jheng-Hong Yang, et al.2021 · 425 citations
  10. Diffusion-LM Improves Controllable Text GenerationXiang Lisa Li, John Thickstun, Ishaan Gulrajani, et al.2022 · 421 citations
  11. Event Extraction as Machine Reading ComprehensionJian Liu, Yubo Chen, Kang Liu, et al.2020 · 420 citations
  12. Kimi k1.5: Scaling Reinforcement Learning with LLMsKimi Team, Angang Du, Bofei Gao, et al.2025 · 413 citations
  13. High Fidelity Neural Audio CompressionAlexandre Defossez, Jade Copet, Gabriel Synnaeve, et al.2022 · 412 citations
  14. Are Sixteen Heads Really Better than One?Paul Michel, Omer Levy, Graham Neubig2019 · 412 citations
  15. Factual Probing Is [MASK]: Learning vs. Learning to RecallZexuan Zhong, Dan Friedman, Danqi Chen2021 · 411 citations
  16. mPLUG-Owl: Modularization Empowers Large Language Models with MultimodalityQinghao Ye, Haiyang Xu, Guohai Xu, et al.2023 · 410 citations
  17. InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic TasksZhe Chen, Jiannan Wu, Wenhai Wang, et al.2023 · 409 citations
  18. BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin, et al.2024 · 406 citations
  19. 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
  20. Training data-efficient image transformers & distillation through attentionHugo Touvron, Matthieu Cord, Matthijs Douze, et al.2020 · 405 citations
  21. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video AnalysisChaoyou Fu, Yuhan Dai, Yongdong Luo, et al.2024 · 403 citations
  22. Yi: Open Foundation Models by 01.AIAlex Young, Bei Chen, Chao Li, et al.2024 · 402 citations
  23. Compressing BERT: Studying the Effects of Weight Pruning on Transfer LearningMitchell Gordon, Kevin Duh, Nicholas Andrews2020 · 400 citations
  24. Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
  25. LongT5: Efficient Text-To-Text Transformer for Long SequencesMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 398 citations
  26. Flow Matching for Generative ModelingYaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, et al.2022 · 397 citations
  27. Large Language Models Cannot Self-Correct Reasoning YetJie Huang, Xinyun Chen, Swaroop Mishra, et al.2023 · 396 citations
  28. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 396 citations
  29. Long Range Arena: A Benchmark for Efficient TransformersYi Tay, Mostafa Dehghani, Samira Abnar, et al.2020 · 396 citations
  30. Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan, et al.2019 · 396 citations
  31. LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical ReasoningJian Liu, Leyang Cui, Hanmeng Liu, et al.2020 · 395 citations
  32. A Unified Generative Framework for Various NER SubtasksHang Yan, Tao Gui, Junqi Dai, et al.2021 · 392 citations
  33. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question AnsweringZhou Yu, Dejing Xu, Jun Yu, et al.2019 · 389 citations
  34. CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningJustin Johnson, Bharath Hariharan, Laurens van der Maaten, et al.2016 · 387 citations
  35. RULER: What's the Real Context Size of Your Long-Context Language Models?Cheng-Ping Hsieh, Simeng Sun, Samuel Kriman, et al.2024 · 386 citations
  36. CMMLU: Measuring massive multitask language understanding in ChineseHaonan Li, Yixuan Zhang, Fajri Koto, et al.2023 · 384 citations
  37. ♫ MuSiQue: Multihop Questions via Single-hop Question CompositionHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.2022 · 384 citations
  38. Query Rewriting in Retrieval-Augmented Large Language ModelsXinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 383 citations
  39. Multi30K: Multilingual English-German Image DescriptionsDesmond Elliott, Stella Frank, Khalil Sima'an, et al.2016 · 383 citations
  40. A Survey on Model Compression for Large Language ModelsXunyu Zhu, Jian Li, Yong Liu, et al.2024 · 381 citations
  41. Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation SynergyZhihong Shao, Yeyun Gong, Yelong Shen, et al.2023 · 381 citations
  42. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingHangbo Bao, Li Dong, Furu Wei, et al.2020 · 380 citations
  43. Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 379 citations
  44. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading ComprehensionSheng Zhang, Xiaodong Liu, Jingjing Liu, et al.2018 · 379 citations
  45. Text Understanding with the Attention Sum Reader NetworkRudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 379 citations
  46. Towards General Text Embeddings with Multi-stage Contrastive LearningZehan Li, Xin Zhang, Yanzhao Zhang, et al.2023 · 378 citations
  47. ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 377 citations
  48. HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual DataWenhu Chen, Hanwen Zha, Zhiyu Chen, et al.2020 · 376 citations
  49. Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksYao Zhao, Xiaochuan Ni, Yuanyuan Ding, et al.2018 · 376 citations
  50. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
  51. A Watermark for Large Language ModelsJohn Kirchenbauer, Jonas Geiping, Yuxin Wen, et al.2023 · 374 citations
  52. Editing Models with Task ArithmeticGabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.2022 · 374 citations
  53. FastBERT: a Self-distilling BERT with Adaptive Inference TimeWeijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 374 citations
  54. CogVLM: Visual Expert for Pretrained Language ModelsWeihan Wang, Qingsong Lv, Wenmeng Yu, et al.2023 · 373 citations
  55. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionYaojie Lu, Hongyu Lin, Jin Xu, et al.2021 · 370 citations
  56. VILA: On Pre-training for Visual Language ModelsJi Lin, Hongxu Yin, Wei Ping, et al.2023 · 367 citations
  57. Augmented Language Models: a SurveyGrégoire Mialon, Roberto Dessì, Maria Lomeli, et al.2023 · 362 citations
  58. Combining Language and Vision with a Multimodal Skip-gram ModelAngeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 362 citations
  59. Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 361 citations
  60. Adaptive Attention Span in TransformersSainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, et al.2019 · 361 citations
  61. Analyzing the Behavior of Visual Question Answering ModelsAishwarya Agrawal, Dhruv Batra, Devi Parikh2016 · 358 citations
  62. Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 355 citations
  63. CogAgent: A Visual Language Model for GUI AgentsWenyi Hong, Weihan Wang, Qingsong Lv, et al.2023 · 353 citations
  64. Towards Mitigating LLM Hallucination via Self ReflectionZiwei Ji, Tiezheng Yu, Yan Xu, et al.2023 · 352 citations
  65. ViperGPT: Visual Inference via Python Execution for ReasoningDidac Suris, Sachit Menon, Carl Vondrick2023 · 352 citations
  66. VideoChat: Chat-Centric Video UnderstandingKunChang Li, Yinan He, Yi Wang, et al.2023 · 351 citations
  67. A Shared Task on Multimodal Machine Translation and Crosslingual Image DescriptionLucia Specia, Stella Frank, Khalil Sima'an, et al.2016 · 351 citations
  68. SnapKV: LLM Knows What You are Looking for Before GenerationYuhong Li, Yingbing Huang, Bowen Yang, et al.2024 · 350 citations
  69. TinyLlama: An Open-Source Small Language ModelPeiyuan Zhang, Guangtao Zeng, Tianduo Wang, et al.2024 · 350 citations
  70. Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
  71. Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 348 citations
  72. FiLM: Visual Reasoning with a General Conditioning LayerEthan Perez, Florian Strub, Harm de Vries, et al.2017 · 348 citations
  73. SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational AbilitiesDong Zhang, Shimin Li, Xin Zhang, et al.2023 · 346 citations
  74. Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style TransferJuncen Li, Robin Jia, He He, et al.2018 · 346 citations
  75. Faithful Chain-of-Thought ReasoningQing Lyu, Shreya Havaldar, Adam Stein, et al.2023 · 345 citations
  76. Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 344 citations
  77. Multilingual E5 Text Embeddings: A Technical ReportLiang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 343 citations
  78. Complexity-Based Prompting for Multi-Step ReasoningYao Fu, Hao Peng, Ashish Sabharwal, et al.2022 · 343 citations
  79. Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphsYu. A. Malkov, D. A. Yashunin2016 · 341 citations
  80. PaLI: A Jointly-Scaled Multilingual Language-Image ModelXi Chen, Xiao Wang, Soravit Changpinyo, et al.2022 · 339 citations
  81. Generating Natural Questions About an ImageNasrin Mostafazadeh, Ishan Misra, Jacob Devlin, et al.2016 · 339 citations
  82. Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERTAkshay Smit, Saahil Jain, Pranav Rajpurkar, et al.2020 · 334 citations
  83. DeepSeek-V3.2: Pushing the Frontier of Open Large Language ModelsDeepSeek-AI, Aixin Liu, Aoxue Mei, et al.2025 · 333 citations
  84. Qwen3-VL Technical ReportShuai Bai, Yuxuan Cai, Ruizhe Chen, et al.2025 · 330 citations
  85. MM-Vet: Evaluating Large Multimodal Models for Integrated CapabilitiesWeihao Yu, Zhengyuan Yang, Linjie Li, et al.2023 · 328 citations
  86. Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalLuyu Gao, Jamie Callan2022 · 328 citations
  87. Textbooks Are All You Need II: phi-1.5 technical reportYuanzhi Li, Sébastien Bubeck, Ronen Eldan, et al.2023 · 327 citations
  88. HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language ModelsTianrui Guan, Fuxiao Liu, Xiyang Wu, et al.2023 · 326 citations
  89. ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and GenerationYu Sun, Shuohuan Wang, Shikun Feng, et al.2021 · 324 citations
  90. Are Emergent Abilities of Large Language Models a Mirage?Rylan Schaeffer, Brando Miranda, Sanmi Koyejo2023 · 323 citations
  91. LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init AttentionRenrui Zhang, Jiaming Han, Chris Liu, et al.2023 · 322 citations
  92. Compressive Transformers for Long-Range Sequence ModellingJack W. Rae, Anna Potapenko, Siddhant M. Jayakumar, et al.2019 · 320 citations
  93. Language Is Not All You Need: Aligning Perception with Language ModelsShaohan Huang, Li Dong, Wenhui Wang, et al.2023 · 319 citations
  94. Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive DecodingSicong Leng, Hang Zhang, Guanzheng Chen, et al.2023 · 317 citations
  95. Representation Learning: A Review and New PerspectivesYoshua Bengio, Aaron Courville, Pascal Vincent2012 · 316 citations
  96. LightRAG: Simple and Fast Retrieval-Augmented GenerationZirui Guo, Lianghao Xia, Yanhua Yu, et al.2024 · 315 citations
  97. CRITIC: Large Language Models Can Self-Correct with Tool-Interactive CritiquingZhibin Gou, Zhihong Shao, Yeyun Gong, et al.2023 · 315 citations
  98. Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation ModelsChenfei Wu, Shengming Yin, Weizhen Qi, et al.2023 · 315 citations
  99. How many data points is a prompt worth?Teven Le Scao, Alexander Rush2021 · 315 citations
  100. LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionDongfu Jiang, Xiang Ren, Bill Yuchen Lin2023 · 314 citations

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