🎯 Decision Sciences
Operations research, statistics for decisions, optimisation and risk.
Subfields
- 🎯Management Science and Operations ResearchData Quality and Management · Stock Market Forecasting Methods27 papers
- 🎯Statistics, Probability and Uncertaintyscientometrics and bibliometrics research · Reliability and Agreement in Measurement27 papers
- 🎯Information Systems and ManagementScientific Computing and Data Management · Academic Publishing and Open Access14 papers
- 🎯General Decision SciencesDecision-Making and Behavioral Economics1 paper
Papers
- SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
- Array Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.2020 · 23,591 citations
- Active Learning Literature SurveyBurr Settles2009 · 4,889 citations
- Attention-based LSTM for Aspect-level Sentiment ClassificationYequan Wang, Minlie Huang, Xiaoyan Zhu, et al.2016 · 2,609 citations
- Assessing Agreement on Classification Tasks: The Kappa StatisticJean Carletta1996 · 2,462 citations
- Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
- Aspect Level Sentiment Classification with Deep Memory NetworkDuyu Tang, Bing Qin, Ting Liu2016 · 1,187 citations
- Using Encyclopedic Knowledge for Named entity DisambiguationRazvan Bunescu, Marius Paşca2006 · 978 citations
- Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAmit Bagga, Breck Baldwin1998 · 699 citations
- Effective LSTMs for Target-Dependent Sentiment ClassificationDuyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 693 citations
- CORD-19: The COVID-19 Open Research DatasetLucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, et al.2020 · 685 citations
- BloombergGPT: A Large Language Model for FinanceShijie Wu, Ozan Irsoy, Steven Lu, et al.2023 · 608 citations
- HybridFlow: A Flexible and Efficient RLHF FrameworkGuangming Sheng, Chi Zhang, Zilingfeng Ye, et al.2024 · 598 citations
- Automatic classification of citation functionSimone Teufel, Advaith Siddharthan, Dan Tidhar2006 · 516 citations
- FinGPT: Open-Source Financial Large Language ModelsHongyang Yang, Xiao-Yang Liu, Christina Dan Wang2023 · 445 citations
- Joint Learning of the Embedding of Words and Entities for Named Entity DisambiguationIkuya Yamada, Hiroyuki Shindo, Hideaki Takeda, et al.2016 · 427 citations
- AlpacaFarm: A Simulation Framework for Methods that Learn from Human FeedbackYann Dubois, Xuechen Li, Rohan Taori, et al.2023 · 423 citations
- Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 397 citations
- Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
- Aligning AI With Shared Human ValuesDan Hendrycks, Collin Burns, Steven Basart, et al.2020 · 382 citations
- The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
- The ACL Anthology Reference Corpus: A Reference Dataset for Bibliographic Research in Computational LinguisticsSteven Bird, Robert Dale, Bonnie Dorr, et al.2008 · 364 citations
- Measuring the Evolution of a Scientific Field through Citation FramesDavid Jurgens, Srijan Kumar, Raine Hoover, et al.2018 · 311 citations
- S2ORC: The Semantic Scholar Open Research CorpusKyle Lo, Lucy Lu Wang, Mark Neumann, et al.2019 · 297 citations
- A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureBenjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 293 citations
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