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👁️ Computer Vision and Pattern Recognition

1,029 papers · page 9 of 12 · 726–825 · 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

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  1. Olmo 3Team Olmo: Allyson Ettinger, Amanda Bertsch, Bailey Kuehl, et al.2025 · 109 citations
  2. DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming HeadsGuangxuan Xiao, Jiaming Tang, Jingwei Zuo, et al.2024 · 109 citations
  3. Evaluating the Performance of Large Language Models on GAOKAO BenchmarkXiaotian Zhang, Chunyang Li, Yi Zong, et al.2023 · 107 citations
  4. Physics of Language Models: Part 3.1, Knowledge Storage and ExtractionZeyuan Allen-Zhu, Yuanzhi Li2023 · 107 citations
  5. TokenSkip: Controllable Chain-of-Thought Compression in LLMsHeming Xia, Chak Tou Leong, Wenjie Wang, et al.2025 · 105 citations
  6. MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop QueriesYixuan Tang, Yi Yang2024 · 103 citations
  7. Pragmatically Informative Image Captioning with Character-Level InferenceReuben Cohn-Gordon, Noah Goodman, Christopher Potts2018 · 103 citations
  8. Scaling Laws for TransferDanny Hernandez, Jared Kaplan, Tom Henighan, et al.2021 · 102 citations
  9. Probing Natural Language Inference Models through Semantic FragmentsKyle Richardson, Hai Hu, Lawrence S. Moss, et al.2019 · 102 citations
  10. Qwen2.5-1M Technical ReportAn Yang, Bowen Yu, Chengyuan Li, et al.2025 · 100 citations
  11. A Large-Scale Comparison of Historical Text Normalization SystemsMarcel Bollmann2019 · 99 citations
  12. Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model ScalingXiaokang Chen, Zhiyu Wu, Xingchao Liu, et al.2025 · 97 citations
  13. LongAlign: A Recipe for Long Context Alignment of Large Language ModelsYushi Bai, Xin Lv, Jiajie Zhang, et al.2024 · 97 citations
  14. Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among EventsPrafulla Kumar Choubey, Ruihong Huang2017 · 97 citations
  15. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionXiaozhi Wang, Yulin Chen, Ning Ding, et al.2022 · 96 citations
  16. InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large ModelXiaoyi Dong, Pan Zhang, Yuhang Zang, et al.2024 · 92 citations
  17. SPARTQA: A Textual Question Answering Benchmark for Spatial ReasoningRoshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning, et al.2021 · 92 citations
  18. Skywork: A More Open Bilingual Foundation ModelTianwen Wei, Liang Zhao, Lichang Zhang, et al.2023 · 91 citations
  19. It's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered Shwartz2022 · 91 citations
  20. Machine Comprehension with Discourse RelationsKarthik Narasimhan, Regina Barzilay2015 · 91 citations
  21. Language Modeling Is CompressionGregoire Deletang, Anian Ruoss, Paul-Ambroise Duquenne, et al.2023 · 89 citations
  22. Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention ClusteringRui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, et al.2018 · 83 citations
  23. Learning to Ignore: Long Document Coreference with Bounded Memory Neural NetworksShubham Toshniwal, Sam Wiseman, Allyson Ettinger, et al.2020 · 80 citations
  24. Are Pretrained Language Models Symbolic Reasoners over Knowledge?Nora Kassner, Benno Krojer, Hinrich Schütze2020 · 79 citations
  25. StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in TextsZhengxiang Shi, Qiang Zhang, Aldo Lipani2022 · 70 citations
  26. Dynamic Routing Transformer Network for Multimodal Sarcasm DetectionYuan Tian, Nan Xu, Ruike Zhang, et al.2023 · 66 citations
  27. Multi-Relational Script Learning for Discourse RelationsI-Ta Lee, Dan Goldwasser2019 · 66 citations
  28. MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection SystemLibo Qin, Shijue Huang, Qiguang Chen, et al.2023 · 65 citations
  29. Inquisitive Question Generation for High Level Text ComprehensionWei-Jen Ko, Te-yuan Chen, Yiyan Huang, et al.2020 · 65 citations
  30. Restoration of Fragmentary Babylonian Texts Using Recurrent Neural NetworksEthan Fetaya, Yonatan Lifshitz, Elad Aaron, et al.2020 · 65 citations
  31. It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story BooksBingsheng Yao, Dakuo Wang, Tongshuang Wu, et al.2022 · 64 citations
  32. Cross-document Coreference Resolution over Predicted MentionsArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 62 citations
  33. Building a Bridge: A Method for Image-Text Sarcasm Detection Without Pretraining on Image-Text DataXinyu Wang, Xiaowen Sun, Tan Yang, et al.2020 · 62 citations
  34. Evidentiality-guided Generation for Knowledge-Intensive NLP TasksAkari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
  35. Temporal Reasoning in Natural Language InferenceSiddharth Vashishtha, Adam Poliak, Yash Kumar Lal, et al.2020 · 57 citations
  36. Incremental Neural Coreference Resolution in Constant MemoryPatrick Xia, João Sedoc, Benjamin Van Durme2020 · 55 citations
  37. They Exist! Introducing Plural Mentions to Coreference Resolution and Entity LinkingEthan Zhou, Jinho D. Choi2018 · 55 citations
  38. Tokenization counts: the impact of tokenization on arithmetic in frontier LLMsAaditya K. Singh, DJ Strouse2024 · 53 citations
  39. Scaling Laws of RoPE-based ExtrapolationXiaoran Liu, Hang Yan, Shuo Zhang, et al.2023 · 53 citations
  40. English Machine Reading Comprehension Datasets: A SurveyDaria Dzendzik, Jennifer Foster, Carl Vogel2021 · 53 citations
  41. TellMeWhy: A Dataset for Answering Why-Questions in NarrativesYash Kumar Lal, Nathanael Chambers, Raymond Mooney, et al.2021 · 53 citations
  42. Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaᵃ)Mladen Popovic, Maruf A. Dhali, Lambert Schomaker2020 · 51 citations
  43. The PhotoBook Dataset: Building Common Ground through Visually-Grounded DialogueJanosch Haber, Tim Baumgärtner, Ece Takmaz, et al.2019 · 51 citations
  44. Event Coreference Resolution with their Paraphrases and Argument-aware EmbeddingsYutao Zeng, Xiaolong Jin, Saiping Guan, et al.2020 · 50 citations
  45. Knowledge-aware Pronoun Coreference ResolutionHongming Zhang, Yan Song, Yangqiu Song, et al.2019 · 49 citations
  46. A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionTuan Lai, Heng Ji, Trung Bui, et al.2021 · 48 citations
  47. “Caption” as a Coherence Relation: Evidence and ImplicationsMalihe Alikhani, Matthew Stone2019 · 48 citations
  48. WEC: Deriving a Large-scale Cross-document Event Coreference dataset from WikipediaAlon Eirew, Arie Cattan, Ido Dagan2021 · 47 citations
  49. Learning attention for historical text normalization by learning to pronounceMarcel Bollmann, Joachim Bingel, Anders Søgaard2017 · 47 citations
  50. Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic StructuresPrafulla Kumar Choubey, Ruihong Huang2018 · 43 citations
  51. Scaling Laws with Vocabulary: Larger Models Deserve Larger VocabulariesChaofan Tao, Qian Liu, Longxu Dou, et al.2024 · 42 citations
  52. What You See is What You Get: Visual Pronoun Coreference Resolution in DialoguesXintong Yu, Hongming Zhang, Yangqiu Song, et al.2019 · 42 citations
  53. The Form is the Substance: Classification of Genres in TextNigel Dewdney, Carol VanEss-Dykema, Richard MacMillan2001 · 41 citations
  54. Neural Cross-Lingual Coreference Resolution And Its Application To Entity LinkingGourab Kundu, Avi Sil, Radu Florian, et al.2018 · 40 citations
  55. Improving Dictionary Learning with Gated Sparse AutoencodersSenthooran Rajamanoharan, Arthur Conmy, Lewis Smith, et al.2024 · 39 citations
  56. Scaling Laws for Generative Mixed-Modal Language ModelsArmen Aghajanyan, Lili Yu, Alexis Conneau, et al.2023 · 39 citations
  57. Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular DataMubashara Akhtar, Abhilash Shankarampeta, Vivek Gupta, et al.2023 · 38 citations
  58. CITE: A Corpus of Image-Text Discourse RelationsMalihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, et al.2019 · 37 citations
  59. Exploiting Document Structures and Cluster Consistencies for Event Coreference ResolutionHieu Minh Tran, Duy Phung, Thien Huu Nguyen2021 · 36 citations
  60. Integrating Deep Event-Level and Script-Level Information for Script Event PredictionLong Bai, Saiping Guan, Jiafeng Guo, et al.2021 · 36 citations
  61. Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMsNicolas Boizard, Kevin El Haddad, Celine Hudelot, et al.2024 · 34 citations
  62. Focus on what matters: Applying Discourse Coherence Theory to Cross Document CoreferenceWilliam Held, Dan Iter, Dan Jurafsky2021 · 34 citations
  63. Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionDenis Emelin, Rico Sennrich2021 · 34 citations
  64. Generalizing Cross-Document Event Coreference Resolution Across Multiple CorporaMichael Bugert, Nils Reimers, Iryna Gurevych2021 · 33 citations
  65. DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion ModelsShansan Gong, Mukai Li, Jiangtao Feng, et al.2023 · 32 citations
  66. PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image TranslationShaolin Zhu, Shangjie Li, Yikun Lei, et al.2023 · 32 citations
  67. Neural Modeling for Named Entities and Morphology (NEMO2)Dan Bareket, Reut Tsarfaty2021 · 32 citations
  68. Distilling Neural Networks for Greener and Faster Dependency ParsingMark Anderson, Carlos Gómez-Rodríguez2020 · 32 citations
  69. Pairwise Representation Learning for Event CoreferenceXiaodong Yu, Wenpeng Yin, Dan Roth2022 · 31 citations
  70. Probing Contextual Language Models for Common Ground with Visual RepresentationsGabriel Ilharco, Rowan Zellers, Ali Farhadi, et al.2021 · 31 citations
  71. SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity RepresentationThomas Pickard, Aline Villavicencio, Maggie Mi, et al.2025 · 30 citations
  72. Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading ComprehensionShaoru Guo, Yong Guan, Ru Li, et al.2020 · 30 citations
  73. Revisiting the Evaluation for Cross Document Event CoreferenceShyam Upadhyay, Nitish Gupta, Christos Christodoulopoulos, et al.2016 · 30 citations
  74. BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting EvidenceJiajie Jin, Yutao Zhu, Yujia Zhou, et al.2024 · 28 citations
  75. Multi-modal Stance Detection: New Datasets and ModelBin Liang, Ang Li, Jingqian Zhao, et al.2024 · 28 citations
  76. Multimodal Sarcasm Target Identification in TweetsJiquan Wang, Lin Sun, Yi Liu, et al.2022 · 28 citations
  77. Constrained Multi-Task Learning for Event Coreference ResolutionJing Lu, Vincent Ng2021 · 28 citations
  78. 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
  79. Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and ConcretenessVipula Rawte, Prachi Priya, S.M Towhidul Islam Tonmoy, et al.2023 · 27 citations
  80. IfQA: A Dataset for Open-domain Question Answering under Counterfactual PresuppositionsWenhao Yu, Meng Jiang, Peter Clark, et al.2023 · 26 citations
  81. Multi-source Semantic Graph-based Multimodal Sarcasm Explanation GenerationLiqiang Jing, Xuemeng Song, Kun Ouyang, et al.2023 · 26 citations
  82. Improving Arabic Diacritization with Regularized Decoding and Adversarial TrainingHan Qin, Guimin Chen, Yuanhe Tian, et al.2021 · 25 citations
  83. Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated?Ajay Patel, Nicholas Andrews, Chris Callison-Burch2022 · 24 citations
  84. Scaling Within Document Coreference to Long TextsRaghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, et al.2021 · 24 citations
  85. Know What You Don't Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown CategoriesSina Zarrieß, David Schlangen2019 · 24 citations
  86. Multi-task learning for historical text normalization: Size mattersMarcel Bollmann, Anders Søgaard, Joachim Bingel2018 · 24 citations
  87. Distillation Scaling LawsDan Busbridge, Amitis Shidani, Floris Weers, et al.2025 · 23 citations
  88. Conundrums in Event Coreference Resolution: Making Sense of the State of the ArtJing Lu, Vincent Ng2021 · 23 citations
  89. MedArabiQ: Benchmarking Large Language Models on Arabic Medical TasksMouath Abu Daoud, Chaimae Abouzahir, Leen Kharouf, et al.2025 · 22 citations
  90. Sequential Cross-Document Coreference ResolutionEmily Allaway, Shuai Wang, Miguel Ballesteros2021 · 22 citations
  91. What happens before and after: Multi-Event Commonsense in Event Coreference ResolutionSahithya Ravi, Chris Tanner, Raymond Ng, et al.2023 · 21 citations
  92. CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal ModelsZixin Chen, Hongzhan Lin, Ziyang Luo, et al.2024 · 20 citations
  93. Spelling Normalization of Historical Documents by Using a Machine Translation ApproachMiguel Domingo, Francisco Casacuberta2018 · 20 citations
  94. Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language ModelsQingkai Min, Qipeng Guo, Xiangkun Hu, et al.2024 · 19 citations
  95. Robustifying Multi-hop QA through Pseudo-Evidentiality TrainingKyungjae Lee, Seung-won Hwang, Sang-eun Han, et al.2021 · 19 citations
  96. Do Large Language Models Understand Word Senses?Domenico Meconi, Simone Stirpe, Federico Martelli2025 · 18 citations
  97. CamelEval: Advancing Culturally Aligned Arabic Language Models and BenchmarksZhaozhi Qian, Faroq Altam, Muhammad Alqurishi, et al.2024 · 18 citations
  98. Can Diffusion Model Achieve Better Performance in Text Generation ? Bridging the Gap between Training and Inference !Zecheng Tang, Pinzheng Wang, Keyan Zhou, et al.2023 · 18 citations
  99. ANEC: An Amharic Named Entity Corpus and Transformer Based RecognizerEbrahim Chekol Jibril, A. Cuneyd Tant\ug2022 · 18 citations
  100. A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference ResolutionBowen Ding, Qingkai Min, Shengkun Ma, et al.2024 · 17 citations

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