👁️ Computer Vision and Pattern Recognition
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
- 2*n is better than n²: Decomposing Event Coreference Resolution into Two Tractable ProblemsShafiuddin Rehan Ahmed, Abhijnan Nath, James H. Martin, et al.2023 · 17 citations
- Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated WorldsIgor Labutov, Bishan Yang, Anusha Prakash, et al.2018 · 17 citations
- Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge DistillationAbhijnan Nath, Shadi Manafi Avari, Avyakta Chelle, et al.2024 · 16 citations
- Cross-Document Event Coreference Resolution on Discourse StructureXinyu Chen, Sheng Xu, Peifeng Li, et al.2023 · 16 citations
- METAL: A Multi-Agent Framework for Chart Generation with Test-Time ScalingBingxuan Li, Yiwei Wang, Jiuxiang Gu, et al.2025 · 15 citations
- AraSpell: A Deep Learning Approach for Arabic Spelling CorrectionMahmoud Salhab, Faisal Abu-Khzam2024 · 15 citations
- AraSTEM: A Native Arabic Multiple Choice Question Benchmark for Evaluating LLMs Knowledge In STEM SubjectsAhmad Mustapha; Hadi Al-Khansa; Hadi Al-Mubasher; Aya Mourad; Ranam Hamoud; Hasan El-Husseini; Marwah Al-Sakkaf;, Mariette Awad2024 · 15 citations
- Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine TranslationWenyu Guo, Qingkai Fang, Dong Yu, et al.2023 · 15 citations
- Extension Multi30K: Multimodal Dataset for Integrated Vision and Language Research in UkrainianNataliia Saichyshyna, Daniil Maksymenko, Oleksii Turuta, et al.2023 · 15 citations
- Improving Event Coreference Resolution Using Document-level and Topic-level InformationSheng Xu, Peifeng Li, Qiaoming Zhu2022 · 15 citations
- Jais 2: A Family of Arabic-Centric Open Large Language ModelsMohamed Anwar, Abed Alhakim Freihat, George Ibrahim, et al.2026 · 14 citations
- Comparative Study of Multilingual Idioms and Similes in Large Language ModelsParia Khoshtab, Danial Namazifard, Mostafa Masoudi, et al.2025 · 14 citations
- Major Entity Identification: A Generalizable Alternative to Coreference ResolutionKawshik Manikantan, Shubham Toshniwal, Makarand Tapaswi, et al.2024 · 13 citations
- Toward a Period-Specific Optimized Neural Network for OCR Error Correction of Historical Hebrew TextsOmri Suissa, Maayan Zhitomirsky-Geffet, Avshalom Elmalech2023 · 13 citations
- Towards Arabic Multimodal Dataset for Sentiment AnalysisAbdelhamid Haouhat, Slimane Bellaouar, Attia Nehar, et al.2023 · 13 citations
- New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified ApproachAndres Cremisini, Mark Finlayson2020 · 13 citations
- Amharic LLaMA and LLaVA: Multimodal LLMs for Low Resource LanguagesMichael Andersland2024 · 12 citations
- Dual Cache for Long Document Neural Coreference ResolutionQipeng Guo, Xiangkun Hu, Yue Zhang, et al.2023 · 12 citations
- ParaShoot: A Hebrew Question Answering DatasetOmri Keren, Omer Levy2021 · 12 citations
- Discrimination between Arabic and Latin from bilingual documentsSofiene Haboubi, Samia Maddouri, Hamid Amiri2011 · 12 citations
- MORQA: Benchmarking Evaluation Metrics for Medical Open-Ended Question AnsweringWen-wai Yim, Asma Ben Abacha, Zixuan Yu, et al.2026 · 11 citations
- AIN: The Arabic INclusive Large Multimodal ModelAhmed Heakl, Sara Ghaboura, Omkar Thawkar, et al.2025 · 11 citations
- Memorization or Reasoning? Exploring the Idiom Understanding of LLMsJisu Kim, Youngwoo Shin, Uiji Hwang, et al.2025 · 11 citations
- AMR-TST: Abstract Meaning Representation-based Text Style TransferKaize Shi, Xueyao Sun, Li He, et al.2023 · 11 citations
- Character Coreference Resolution in Movie ScreenplaysSabyasachee Baruah, Shrikanth Narayanan2023 · 11 citations
- IEKG: A Commonsense Knowledge Graph for Idiomatic ExpressionsZiheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, et al.2023 · 11 citations
- T-STAR: Truthful Style Transfer using AMR Graph as Intermediate RepresentationAnubhav Jangra, Preksha Nema, Aravindan Raghuveer2022 · 11 citations
- Coreference Reasoning in Machine Reading ComprehensionMingzhu Wu, Nafise Sadat Moosavi, Dan Roth, et al.2021 · 11 citations
- Event Coreference Data (Almost) for Free: Mining Hyperlinks from Online NewsMichael Bugert, Iryna Gurevych2021 · 11 citations
- How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability?Neha Srikanth, Marine Carpuat, Rachel Rudinger2024 · 10 citations
- Using LSTM and GRU With a New Dataset for Named Entity Recognition in the Arabic LanguageAlaa Shaker, Alaa Aldarf, Igor Bessmertny2023 · 10 citations
- Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and EntitiesBenjamin Hsu, Graham Horwood2022 · 10 citations
- Historical Text Normalization with Delayed RewardsSimon Flachs, Marcel Bollmann, Anders Søgaard2019 · 10 citations
- Linear Cross-document Event Coreference Resolution with X-AMRShafiuddin Rehan Ahmed, George Arthur Baker, Evi Judge, et al.2024 · 9 citations
- Multilingual Sequence-to-Sequence Models for Hebrew NLPMatan Eyal, Hila Noga, Roee Aharoni, et al.2023 · 9 citations
- Restoring Hebrew Diacritics Without a DictionaryElazar Gershuni, Yuval Pinter2022 · 9 citations
- A Parallel Cross-Lingual Benchmark for Multimodal Idiomaticity UnderstandingDilara Torunoğlu-Selamet, Doğukan Arslan, Rodrigo Wilkens, et al.2026 · 8 citations
- From Guidelines to Practice: A New Paradigm for Arabic Language Model EvaluationSerry Sibaee, Omer Nacar, Adel Ammar, et al.2025 · 8 citations
- Deep Aramaic: Towards a Synthetic Data Paradigm Enabling Machine Learning in EpigraphyAndrei C. Aioanei, Regine Hunziker-Rodewald, Konstantin Klein, et al.2023 · 8 citations
- Calliar: An Online Handwritten Dataset for Arabic CalligraphyZaid Alyafeai, Maged S. Al-shaibani, Mustafa Ghaleb, et al.2021 · 8 citations
- This One or That One? A Study on Accessibility via Demonstratives with Multimodal Large Language ModelsYu Wang, Emmanuele Chersoni, Chu-Ren Huang2026 · 7 citations
- Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality EnsemblesAbhijnan Nath, Huma Jamil, Shafiuddin Rehan Ahmed, et al.2024 · 7 citations
- The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebankAdam Yaari, Jan DeWitt, Henry Hu, et al.2022 · 7 citations
- MultiWikiQA: A Reading Comprehension Benchmark in 300+ LanguagesDan Saattrup Smart2026 · 6 citations
- OASIS: A Multilingual and Multimodal Dataset for Culturally Grounded Spoken Visual QAFiroj Alam, Ali Ezzat Shahroor, Md. Arid Hasan, et al.2025 · 6 citations
- Acquiring Linguistic Knowledge from Multimodal InputTheodor Amariucai, Alexander Scott Warstadt2023 · 6 citations
- A Pragmatics-Centered Evaluation Framework for Natural Language UnderstandingDamien Sileo, Philippe Muller, Tim Van de Cruys, et al.2022 · 6 citations
- GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference ResolutionDanfeng Guo, Arpit Gupta, Sanchit Agarwal, et al.2022 · 6 citations
- Experiments in Cuneiform Language IdentificationGustavo Henrique Paetzold, Marcos Zampieri2019 · 6 citations
- Arabic-Nougat: Fine-Tuning Vision Transformers for Arabic OCR and Markdown ExtractionMohamed Rashad2024 · 5 citations
- HATFormer: Historic Handwritten Arabic Text Recognition with TransformersAdrian Chan, Anupam Mijar, Mehreen Saeed, et al.2024 · 5 citations
- Transliteration of Judeo-Arabic Texts into Arabic Script Using Recurrent Neural NetworksOri Terner, Kfir Bar, Nachum Dershowitz2020 · 5 citations
- Mind the Gap... or Not? How Translation Errors and Evaluation Details Skew Multilingual ResultsJan-Thorsten Peter, David Vilar, Tobias Domhan, et al.2026 · 4 citations
- Advanced Deep Learning Approaches for Automated Recognition of Cuneiform SymbolsShahad Elshehaby, Alavikunhu Panthakkan, Hussain Al-Ahmad, et al.2025 · 4 citations
- Arabic ASR on the SADA Large-Scale Arabic Speech Corpus with Transformer-Based ModelsBranislav Gerazov, Marcello Politi, Sebastien Bratieres2025 · 4 citations
- MsBERT: A New Model for the Reconstruction of Lacunae in Hebrew ManuscriptsAvi Shmidman, Ometz Shmidman, Hillel Gershuni, et al.2024 · 4 citations
- A Benchmark Arabic Dataset for Commonsense ExplanationSaja AL-Tawalbeh, Mohammad AL-Smadi2020 · 4 citations
- A guide to the dataset explosion in QA, NLI, and commonsense reasoningAnna Rogers, Anna Rumshisky2020 · 4 citations
- Is this sentence valid? An Arabic Dataset for Commonsense ValidationSaja Tawalbeh, Mohammad AL-Smadi2020 · 4 citations
- Word Segmentation for Akkadian CuneiformTimo Homburg, Christian Chiarcos2016 · 4 citations
- ARB: A Comprehensive Arabic Multimodal Reasoning BenchmarkSara Ghaboura, Shubham Patle, Ketan More, et al.2026 · 3 citations
- Evaluating Multimodal Large Language Models on Vertically Written Japanese TextKeito Sasagawa, Shuhei Kurita, Daisuke Kawahara2026 · 3 citations
- HalluScore: Large Language Model Hallucination Question Answering BenchmarkAisha Alansari, Hamzah Luqman2026 · 3 citations
- Arabic Multimodal Machine Learning: Datasets, Applications, Approaches, and ChallengesAbdelhamid Haouhat, Slimane Bellaouar, Attia Nehar, et al.2025 · 3 citations
- Baseer: A Vision-Language Model for Arabic Document-to-Markdown OCRKhalil Hennara, Muhammad Hreden, Mohamed Motasim Hamed, et al.2025 · 3 citations
- No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language ModelsKellen Tan Cheng, Suma Bhat2024 · 3 citations
- ANER: Arabic and Arabizi Named Entity Recognition using Transformer-Based ApproachAbdelrahman "Boda" Sadallah, Omar Ahmed, Shimaa Mohamed, et al.2023 · 3 citations
- Optimizing the Neural Network Training for OCR Error Correction of Historical Hebrew TextsOmri Suissa, Avshalom Elmalech, Maayan Zhitomirsky-Geffet2023 · 3 citations
- An End-to-End OCR Framework for Robust Arabic-Handwriting Recognition using a Novel Transformers-based Model and an Innovative 270 Million-Words Multi-Font Corpus of Classical Arabic with DiacriticsAly Mostafa, Omar Mohamed, Ali Ashraf, et al.2022 · 3 citations
- Automated Prediction of Medieval Arabic DiacriticsKhalid Alnajjar, Mika Hamalainen, Niko Partanen, et al.2020 · 3 citations
- KCIF: Knowledge-Conditioned Instruction FollowingRudra Murthy, Praveen Venkateswaran, Prince Kumar, et al.2026 · 2 citations
- PhonemeDF: A Synthetic Speech Dataset for Audio Deepfake Detection and Naturalness EvaluationVamshi Nallaguntla, Aishwarya R. Fursule, Shruti Kshirsagar, et al.2026 · 2 citations
- The Riddle of Reflection: Evaluating Reasoning and Self-Awareness in Multilingual LLMs Using Indian RiddlesAbhinav P M, Ojasva Saxena, Oswald C, et al.2026 · 2 citations
- AI Text Detectors and the Misclassification of Slightly Polished Arabic TextSaleh Almohaimeed, Saad Almohaimeed, Mousa Jari, et al.2025 · 2 citations
- AraTable: Benchmarking LLMs' Reasoning and Understanding of Arabic Tabular DataRana Alshaikh, Israa Alghanmi, Shelan Jeawak2025 · 2 citations
- Language and Planning in Robotic Navigation: A Multilingual Evaluation of State-of-the-Art ModelsMalak Mansour, Ahmed Aly, Bahey Tharwat, et al.2025 · 2 citations
- Multimodal Arabic Captioning with Interpretable Visual Concept IntegrationPassant Elchafei, Amany Fashwan2025 · 2 citations
- Prompt Engineering Techniques for Context-dependent Text-to-SQL in ArabicSaleh Almohaimeed, May Alsofyani, Saad Almohaimeed, et al.2025 · 2 citations
- Ancient but Digitized: Developing Handwritten Optical Character Recognition for East Syriac Script Through Creating KHAMIS DatasetAmeer Majeed, Hossein Hassani2024 · 2 citations
- Referring Expressions with Rational Speech Act Framework: A Probabilistic ApproachHieu Le, Taufiq Daryanto, Fabian Zhafransyah, et al.2022 · 2 citations
- Off-Line Arabic Handwritten Words Segmentation using Morphological OperatorsNisreen AbdAllah, Serestina Viriri2020 · 2 citations
- Few-Shot and Zero-Shot Learning for Historical Text NormalizationMarcel Bollmann, Natalia Korchagina, Anders Søgaard2019 · 2 citations
- 6fanle Submission to the AmericasNLP 2026 Shared Task on Wixarika Image CaptioningJi Wang, Hanqi Yang2026 · 1 citation
- CorefInst: Leveraging LLMs for Multilingual Coreference ResolutionTuğba Pamay Arslan, Emircan Erol, Gülşen Eryiğit2026 · 1 citation
- Culturally-Aware Image Captioning for Guaraní with Multimodal Prompting: IUHoosiers at AmericasNLP 2026Wenchen Shi, Phakphum Artkaew, Luke Gessler2026 · 1 citation
- Hebrew Diacritics Restoration using Visual RepresentationYair Elboher, Yuval Pinter2026 · 1 citation
- ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and RankingAtakan Site, Oğuz Ali Arslan, Gülşen Eryiğit2026 · 1 citation
- Language Models for the Restoration of Latin Legal ManuscriptsShibingfeng Zhang, Edoardo Caraffa, Annafelicia Zuffrano, et al.2026 · 1 citation
- LombardoGraphia: Automatic Classification of Lombard Orthography VariantsEdoardo Signoroni, Pavel Rychly2026 · 1 citation
- Missing Links: LLM-Augmentation of Event Triggers of State Changes in the OpenPI DatasetKyeongmin Rim, James Pustejovsky2026 · 1 citation
- Modeling Clinical Uncertainty in Radiology Reports: From Explicit Uncertainty Markers to Implicit Reasoning PathwaysPaloma Rabaey, Jong Hak Moon, Jung-Oh Lee, et al.2026 · 1 citation
- Multi-modal, Multi-task, Multi-criteria Automatic Evaluation with Vision Language ModelsMasanari Oi, Masahiro Kaneko, Naoaki Okazaki, et al.2026 · 1 citation
- Nearest-Neighbor Retrieval for Indigenous Image CaptioningJustin Vasselli, Arturo Martínez Peguero, Shintaro Ozaki, et al.2026 · 1 citation
- RefLAM: A Reference-Grounded Line Annotation Pipeline for Historical Arabic ManuscriptsMohamed Guechaoui, Mohamed Diaa Zellagui, Souleyman Chaib, et al.2026 · 1 citation
- Selected-Layer Codec Compression for Compact Speech Translation Models: An IWSLT 2026 English-to-Chinese SubmissionAlonso Palomino2026 · 1 citation
- Structured Entity Extraction from Hawaiian Television Chyrons Using Vision-Language ModelsKelley Lynch, Owen King, Kyeongmin Rim, et al.2026 · 1 citation
- Style Transfer as Bias Mitigation: Diffusion Models for Synthetic Mental Health Text for ArabicSaad Mankarious, Aya Zirikly2026 · 1 citation
- Symbolic Grounding Reveals Representational Bottlenecks in Abstract Visual ReasoningMohit Vaishnav, Tanel Tammet2026 · 1 citation
- Adaptive Originality Filtering: Rejection Based Prompting and RiddleScore for Culturally Grounded Multilingual Riddle GenerationDuy Le, Kent Ziti, Evan Girard-Sun, et al.2025 · 1 citation
- Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare TasksNouar AlDahoul, Yasir Zaki2025 · 1 citation
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