Elamur Research⌕
☰
home / shelves / Computer Science / Information Systems / page 4

🗄️ Information Systems

402 papers · page 4 of 5 · 226–325 · the most cited first · all shelves

Information Systems is a subfield of Computer Science in the OpenAlex classification of science. The topics most of its papers here are on: «Information Retrieval and Search Behavior», «Software Engineering Research», «Recommender Systems and Techniques».

 Papers

1 2 3 4 5

  1. Re2G: Retrieve, Rerank, GenerateMichael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury, et al.2022 · 183 citations
  2. The Fact Extraction and VERification Over Unstructured and Structured information (FEVEROUS) Shared TaskRami Aly, Zhijiang Guo, Michael Sejr Schlichtkrull, et al.2021 · 178 citations
  3. ToolQA: A Dataset for LLM Question Answering with External ToolsYuchen Zhuang, Yue Yu, Kuan Wang, et al.2023 · 177 citations
  4. AlphaEvolve: A coding agent for scientific and algorithmic discoveryAlexander Novikov, Ngân Vũ, Marvin Eisenberger, et al.2025 · 176 citations
  5. RealTime QA: What's the Answer Right Now?Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, et al.2022 · 176 citations
  6. A-MEM: Agentic Memory for LLM AgentsWujiang Xu, Zujie Liang, Kai Mei, et al.2025 · 171 citations
  7. KernelBench: Can LLMs Write Efficient GPU Kernels?Anne Ouyang, Simon Guo, Simran Arora, et al.2025 · 170 citations
  8. Learning to Compress Prompts with Gist TokensJesse Mu, Xiang Lisa Li, Noah Goodman2023 · 170 citations
  9. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-SpecificityCunxiang Wang, Xiaoze Liu, Yuanhao Yue, et al.2023 · 169 citations
  10. WebVoyager: Building an End-to-End Web Agent with Large Multimodal ModelsHongliang He, Wenlin Yao, Kaixin Ma, et al.2024 · 168 citations
  11. Simple Entity-Centric Questions Challenge Dense RetrieversChristopher Sciavolino, Zexuan Zhong, Jinhyuk Lee, et al.2021 · 168 citations
  12. Promptagator: Few-shot Dense Retrieval From 8 ExamplesZhuyun Dai, Vincent Y. Zhao, Ji Ma, et al.2022 · 167 citations
  13. Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge ConflictsJian Xie, Kai Zhang, Jiangjie Chen, et al.2023 · 165 citations
  14. Dirt Cheap Web-Scale Parallel Text from the Common CrawlJason R. Smith, Herve Saint-Amand, Magdalena Plamada, et al.2013 · 165 citations
  15. SantaCoder: don't reach for the stars!Loubna Ben Allal, Raymond Li, Denis Kocetkov, et al.2023 · 164 citations
  16. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
  17. DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world ApplicationsWei He, Kai Liu, Jing Liu, et al.2017 · 163 citations
  18. L-Eval: Instituting Standardized Evaluation for Long Context Language ModelsChenxin An, Shansan Gong, Ming Zhong, et al.2023 · 159 citations
  19. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt CompressionHuiqiang Jiang, Qianhui Wu, Xufang Luo, et al.2023 · 158 citations
  20. VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web TasksJing Yu Koh, Robert Lo, Lawrence Jang, et al.2024 · 156 citations
  21. Unsupervised Translation of Programming LanguagesMarie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, et al.2020 · 156 citations
  22. GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalKexin Wang, Nandan Thakur, Nils Reimers, et al.2022 · 155 citations
  23. Towards a Cleaner Document-Oriented Multilingual Crawled CorpusJulien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.2022 · 154 citations
  24. AnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsXingwei He, Zhenghao Lin, Yeyun Gong, et al.2023 · 150 citations
  25. Generation-Augmented Retrieval for Open-domain Question AnsweringYuning Mao, Pengcheng He, Xiaodong Liu, et al.2020 · 150 citations
  26. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language ModelsWenhao Yu, Hongming Zhang, Xiaoman Pan, et al.2024 · 149 citations
  27. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesXinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 148 citations
  28. RA-DIT: Retrieval-Augmented Dual Instruction TuningXi Victoria Lin, Xilun Chen, Mingda Chen, et al.2023 · 145 citations
  29. Unified Demonstration Retriever for In-Context LearningXiaonan Li, Kai Lv, Hang Yan, et al.2023 · 144 citations
  30. Executable Code Actions Elicit Better LLM AgentsXingyao Wang, Yangyi Chen, Lifan Yuan, et al.2024 · 143 citations
  31. R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement LearningHuatong Song, Jinhao Jiang, Yingqian Min, et al.2025 · 137 citations
  32. RAFT: Adapting Language Model to Domain Specific RAGTianjun Zhang, Shishir G. Patil, Naman Jain, et al.2024 · 135 citations
  33. Task-aware Retrieval with InstructionsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 131 citations
  34. GPT-4V(ision) is a Generalist Web Agent, if GroundedBoyuan Zheng, Boyu Gou, Jihyung Kil, et al.2024 · 130 citations
  35. FreshLLMs: Refreshing Large Language Models with Search Engine AugmentationTu Vu, Mohit Iyyer, Xuezhi Wang, et al.2023 · 130 citations
  36. MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning ProblemsJakub Macina, Nico Daheim, Sankalan Chowdhury, et al.2023 · 130 citations
  37. ParaCrawl: Web-scale parallel corpora for the languages of the EUMiquel Esplà, Mikel Forcada, Gema Ramírez-Sánchez, et al.2019 · 130 citations
  38. Retrieval meets Long Context Large Language ModelsPeng Xu, Wei Ping, Xianchao Wu, et al.2023 · 129 citations
  39. Assisting in Writing Wikipedia-like Articles From Scratch with Large Language ModelsYijia Shao, Yucheng Jiang, Theodore Kanell, et al.2024 · 126 citations
  40. SeeClick: Harnessing GUI Grounding for Advanced Visual GUI AgentsKanzhi Cheng, Qiushi Sun, Yougang Chu, et al.2024 · 125 citations
  41. Nomic Embed: Training a Reproducible Long Context Text EmbedderZach Nussbaum, John X. Morris, Brandon Duderstadt, et al.2024 · 123 citations
  42. τ-bench: A Benchmark for Tool-Agent-User Interaction in Real-World DomainsShunyu Yao, Noah Shinn, Pedram Razavi, et al.2024 · 123 citations
  43. LEVER: Learning to Verify Language-to-Code Generation with ExecutionAnsong Ni, Srini Iyer, Dragomir Radev, et al.2023 · 122 citations
  44. Automated evaluation of written discourse coherence using GPT-4Ben Naismith, Phoebe Mulcaire, Jill Burstein2023 · 120 citations
  45. RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective AugmentationFangyuan Xu, Weijia Shi, Eunsol Choi2023 · 114 citations
  46. TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim VerificationWenpeng Yin, Dan Roth2018 · 114 citations
  47. CRUXEval: A Benchmark for Code Reasoning, Understanding and ExecutionAlex Gu, Baptiste Rozière, Hugh Leather, et al.2024 · 113 citations
  48. Crowdsourcing Question-Answer Meaning RepresentationsJulian Michael, Gabriel Stanovsky, Luheng He, et al.2018 · 112 citations
  49. V-STaR: Training Verifiers for Self-Taught ReasonersArian Hosseini, Xingdi Yuan, Nikolay Malkin, et al.2024 · 111 citations
  50. ExpertQA: Expert-Curated Questions and Attributed AnswersChaitanya Malaviya, Subin Lee, Sihao Chen, et al.2024 · 109 citations
  51. DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world EnvironmentsYuxiang Zheng, Dayuan Fu, Xiangkun Hu, et al.2025 · 108 citations
  52. ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language ModelsJinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan, et al.2024 · 106 citations
  53. Skywork-Reward: Bag of Tricks for Reward Modeling in LLMsChris Yuhao Liu, Liang Zeng, Jiacai Liu, et al.2024 · 104 citations
  54. MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop QueriesYixuan Tang, Yi Yang2024 · 103 citations
  55. UI-TARS: Pioneering Automated GUI Interaction with Native AgentsYujia Qin, Yining Ye, Junjie Fang, et al.2025 · 101 citations
  56. MAmmoTH2: Scaling Instructions from the WebXiang Yue, Tuney Zheng, Ge Zhang, et al.2024 · 94 citations
  57. Arabic Fake News Detection Based on Deep Contextualized Embedding ModelsAli Bou Nassif, Ashraf Elnagar, Omar Elgendy, et al.2022 · 90 citations
  58. GLM-5: from Vibe Coding to Agentic EngineeringAohan Zeng, Xin Lv, Zhenyu Hou, et al.2026 · 89 citations
  59. Building Large Corpora from the Web Using a New Efficient Tool ChainRoland Schäfer, Felix Bildhauer2012 · 86 citations
  60. D4: Improving LLM Pretraining via Document De-Duplication and DiversificationKushal Tirumala, Daniel Simig, Armen Aghajanyan, et al.2023 · 79 citations
  61. Importance of Pronominal Anaphora Resolution in Question Answering SystemsJosé L. Vicedo, Antonio Ferrández2000 · 74 citations
  62. Dynamic Coreference-Based SummarizationBreck Baldwin, Thomas S. Morton1998 · 73 citations
  63. CREPE: Open-Domain Question Answering with False PresuppositionsXinyan Yu, Sewon Min, Luke Zettlemoyer, et al.2023 · 67 citations
  64. Evidentiality-guided Generation for Knowledge-Intensive NLP TasksAkari Asai, Matt Gardner, Hannaneh Hajishirzi2022 · 60 citations
  65. Summarizing Online Forum Discussions – Can Dialog Acts of Individual Messages Help?Sumit Bhatia, Prakhar Biyani, Prasenjit Mitra2014 · 59 citations
  66. XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalMohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, et al.2024 · 51 citations
  67. ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringAbdelrahman Abdallah, Mahmoud Kasem, Mahmoud Abdalla, et al.2024 · 47 citations
  68. Bridging the Preference Gap between Retrievers and LLMsZixuan Ke, Weize Kong, Cheng Li, et al.2024 · 45 citations
  69. Getting the most out of your tokenizer for pre-training and domain adaptationGautier Dagan, Gabriel Synnaeve, Baptiste Roziere2024 · 44 citations
  70. The Form is the Substance: Classification of Genres in TextNigel Dewdney, Carol VanEss-Dykema, Richard MacMillan2001 · 41 citations
  71. xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalMohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, et al.2023 · 39 citations
  72. OG-RAG: Ontology-grounded retrieval-augmented generation for large language modelsKartik Sharma, Peeyush Kumar, Yunqing Li2025 · 37 citations
  73. Using Coreference for Question AnsweringThomas S. Morton1999 · 35 citations
  74. An Accurate Arabic Root-Based Lemmatizer for Information Retrieval PurposesTarek El-Shishtawy, Fatma El-Ghannam2012 · 30 citations
  75. BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting EvidenceJiajie Jin, Yutao Zhu, Yujia Zhou, et al.2024 · 28 citations
  76. Masader: Metadata Sourcing for Arabic Text and Speech Data ResourcesZaid Alyafeai, Maraim Masoud, Mustafa Ghaleb, et al.2022 · 28 citations
  77. IfQA: A Dataset for Open-domain Question Answering under Counterfactual PresuppositionsWenhao Yu, Meng Jiang, Peter Clark, et al.2023 · 26 citations
  78. Build Fast and Accurate Lemmatization for ArabicHamdy Mubarak2018 · 25 citations
  79. Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of ClaimsTamer Elsayed, Preslav Nakov, Alberto Barron-Cedeno, et al.2019 · 23 citations
  80. Exploring Retrieval Augmented Generation in ArabicSamhaa R. El-Beltagy, Mohamed A. Abdallah2024 · 22 citations
  81. AI-based Arabic Language and Speech TutorSicong Shao, Saleem Alharir, Salim Hariri, et al.2022 · 22 citations
  82. Spam and Sentiment Detection in Arabic Tweets Using MARBERT ModelAbrar Alotaibi, Atta-ur Rahman, Raheel Alhaza, et al.2022 · 19 citations
  83. Propaganda to Hate: A Multimodal Analysis of Arabic Memes with Multi-Agent LLMsFiroj Alam, Md. Rafiul Biswas, Uzair Shah, et al.2024 · 18 citations
  84. AR-ASAG An ARabic Dataset for Automatic Short Answer Grading EvaluationLeila Ouahrani, Djamal Bennouar2020 · 18 citations
  85. Identifying Broken Plurals in Unvowelised Arabic TextAbduelbaset Goweder, Massimo Poesio, Anne De Roeck, et al.2004 · 17 citations
  86. Bridging Cultures in the Kitchen: A Framework and Benchmark for Cross-Cultural Recipe RetrievalTianyi Hu, Maria Maistro, Daniel Hershcovich2024 · 16 citations
  87. Masader Plus: A New Interface for Exploring +500 Arabic NLP DatasetsYousef Altaher, Ali Fadel, Mazen Alotaibi, et al.2022 · 16 citations
  88. AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection DatasetMohamed Seghir Hadj Ameur, Hassina Aliane2021 · 16 citations
  89. Evaluating Large Language Models for Health-related Queries with PresuppositionsNavreet Kaur, Monojit Choudhury, Danish Pruthi2024 · 15 citations
  90. Cross-document Event Coreference Search: Task, Dataset and ModelingAlon Eirew, Avi Caciularu, Ido Dagan2022 · 15 citations
  91. Deep Contextualized Pairwise Semantic Similarity for Arabic Language QuestionsHesham Al-Bataineh, Wael Farhan, Ahmad Mustafa, et al.2019 · 15 citations
  92. Answer Extraction for Why Arabic Questions Answering Systems: EWAQFatima T. AL-Khawaldeh2015 · 15 citations
  93. TigerCoder: A Novel Suite of LLMs for Code Generation in BanglaNishat Raihan, Antonios Anastasopoulos, Marcos Zampieri2026 · 13 citations
  94. HeQ: a Large and Diverse Hebrew Reading Comprehension BenchmarkAmir DN Cohen, Hilla Merhav, Yoav Goldberg, et al.2023 · 13 citations
  95. Hateful People or Hateful Bots? Detection and Characterization of Bots Spreading Religious Hatred in Arabic Social MediaNuha Albadi, Maram Kurdi, Shivakant Mishra2019 · 13 citations
  96. Chinchilla Scaling: A replication attemptTamay Besiroglu, Ege Erdil, Matthew Barnett, et al.2024 · 12 citations
  97. How well can LLMs Grade Essays in Arabic?Rayed Ghazawi, Edwin Simpson2025 · 11 citations
  98. Automated essay scoring in Arabic: a dataset and analysis of a BERT-based systemRayed Ghazawi, Edwin Simpson2024 · 11 citations
  99. WN-Salience: A Corpus of News Articles with Entity Salience AnnotationsChuan Wu, Evangelos Kanoulas, Maarten de Rijke, et al.2020 · 11 citations
  100. The Hebrew Bible as Data: Laboratory – Sharing – ExperiencesDirk Roorda2015 · 11 citations

1 2 3 4 5

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/page/4/