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🎯 Management Science and Operations Research

29 papers · page 1 of 2 · 1–25 · the most cited first · all shelves

Management Science and Operations Research is a subfield of Decision Sciences in the OpenAlex classification of science. The topics most of its papers here are on: «Data Quality and Management», «Stock Market Forecasting Methods», «Psychometric Methodologies and Testing».

 Papers

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  1. Active Learning Literature SurveyBurr Settles2009 · 4,889 citations
  2. Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,609 citations
  3. Aspect Level Sentiment Classification with Deep Memory NetworkDuyu Tang, Bing Qin, Ting Liu2016 · 1,187 citations
  4. Using Encyclopedic Knowledge for Named entity DisambiguationRazvan Bunescu, Marius Paşca2006 · 978 citations
  5. Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAmit Bagga, Breck Baldwin1998 · 699 citations
  6. Effective LSTMs for Target-Dependent Sentiment ClassificationDuyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 693 citations
  7. BloombergGPT: A Large Language Model for FinanceShijie Wu, Ozan Irsoy, Steven Lu, et al.2023 · 608 citations
  8. FinGPT: Open-Source Financial Large Language ModelsHongyang Yang, Xiao-Yang Liu, Christina Dan Wang2023 · 445 citations
  9. Joint Learning of the Embedding of Words and Entities for Named Entity DisambiguationIkuya Yamada, Hiroyuki Shindo, Hideaki Takeda, et al.2016 · 427 citations
  10. AlpacaFarm: A Simulation Framework for Methods that Learn from Human FeedbackYann Dubois, Xuechen Li, Rohan Taori, et al.2023 · 423 citations
  11. Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
  12. A General Theoretical Paradigm to Understand Learning from Human PreferencesMohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, et al.2023 · 250 citations
  13. Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical ModelsSameer Singh, Amarnag Subramanya, Fernando Pereira, et al.2011 · 151 citations
  14. SemDeDup: Data-efficient learning at web-scale through semantic deduplicationAmro Abbas, Kushal Tirumala, Dániel Simig, et al.2023 · 94 citations
  15. Streaming Cross Document Entity Coreference ResolutionDelip Rao, Paul McNamee, Mark Dredze2010 · 67 citations
  16. Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge EnrichmentSourav Dutta, Gerhard Weikum2015 · 42 citations
  17. Planning, Inference and Pragmatics in Sequential Language GamesFereshte Khani, Noah D. Goodman, Percy Liang2018 · 29 citations
  18. The Multidimensional Quality Metrics (MQM) Framework: a new framework for translation quality assessmentValerie Mariana, Troy Cox, Alan Melby2015 · 27 citations
  19. ANETAC: Arabic Named Entity Transliteration and Classification DatasetMohamed Seghir Hadj Ameur, Farid Meziane, Ahmed Guessoum2019 · 7 citations
  20. Symphonym: Universal Phonetic Embeddings for Cross-Script Name MatchingStephen Gadd2026 · 1 citation
  21. The Power of Stories: Narrative Priming Shapes How LLM Agents Collaborate and CompeteGerrit Großmann, Larisa Ivanova, Sai Leela Poduru, et al.2025 · 1 citation
  22. A Large-Scale Dataset for Linking-Based GeocodingHibiki Nakatani, Yuichiro Yasui, Ryosuke Wakamoto, et al.2026
  23. CANDLE: CTC-based Arabic Noisy-character Deduplication using a Lightweight EncoderFaris Alasmary, Taif Nono, Orjuwan Zaafarani, et al.2026
  24. CorSpell: Introducing a Semiautomatic Tool for Spelling Normalization in Brazilian PortugueseJuliana Schoffen, Dennis Giovani Balreira, Elisa Marchioro Stumpf, et al.2026
  25. Human-AI Annotation Error Auditing for Hebrew Diacritization with Frontier LLMsHillel Gershuni, Avi Shmidman2026

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