Desiderata

Ask about this topic

Momentum

1 paper in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

Jul 6Week of Sep 21
View on map

Latest papers 17

All topics
CardsList

  1. UserProxyBench: Evaluating LLM User Simulators for Agent Benchmarks and Training

    Sep 29, 2026Ashish Jain, Armaan SandhuUser SimulationAgentic Benchmarks

    Sarvam AI

  2. Scaling E-Commerce Attribute Extraction with Parallel Decoding

    Sep 9, 2026Nikhita Vedula, Dushyanta Dhyani, Bryan Wang +1Information ExtractionCatalogs

    Amazon.com, Inc.

  3. A Fair Objective for Human-Empowerment-Preserving AI: Desiderata, Design, and Likely Behavioral Consequences

    Aug 8, 2026Jobst Heitzig, Ram PothamHuman-Centered FrameworkArtificial Intelligence Safety

    Potsdam Institute for Climate Impact Research, Potsdam, Germany · Independent

  4. A Unified Causal Inference Framework for the Desirability of Outcome Ranking Paradigm in Benefit-Risk Evaluation

    Aug 5, 2026Yuan Feng, Shiyu Shu, Yixin Fang +4Heterogeneous Treatment EffectsCausal Inferences

    Department of Biostatistics and Bioinformatics, The George Washington University, Washington, DC, USA · The Biostatistics Center, The George Washington University, Washington, DC, USA · AbbVie Inc., USA

  5. What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors

    Jul 14, 2026Winston Zeng, Ali Emami, Jinho ChoiPersonalityDesiderata

    Emory University

  6. Comparing Scalar Objective Functions for Multi-Criteria Engineering Optimization

    Jun 26, 2026Olaf FrommannMulti-Objective OptimizationObjective Functions

    Institute for Aerospace Technology Hochschule Bremen, University of Applied Sciences Bremen, Germany

  7. Beyond Satisfaction: Learning Associations Between Content, Reviews, and Well-Being

    Jun 22, 2026Aaron Marker, Joel Lehman, H. Andrew SchwartzWell-BeingDesiderata

    Vanderbilt University · University of Oxford · Cosmos Institute

  8. TOPSIS-RAD: Ranking According to Desires

    Jun 5, 2026Leonardo Fernandes Costa, Helder Gomes Costa, Diogo Lima +1RankingDesiderata

    Universidade Federal Fluminense Rua Passos da Pátria, 156 Niterói, RJ, Brazil, CEP 24.220-045 · Leonardo Sistemas Consultoria LTDA Av. Albert0 Lamego, 405 Campos dos Goytacazes, RJ, 28016-811, Brazil · Rua Passos da Pátria, 156 Niterói, RJ, Brazil, CEP 24.220-045

  9. Evaluating LLM Usage for Efficient and Explainable Numerical and Classified Implicit Sentiment Analysis of Product Desirability

    Jun 4, 2026Sherri Weitl-Harms, John HastingsSentimentLarge Language Model Evaluation

    Creighton University, 2500 California Plz, Omaha, NE, 68178, United States · The Beacom College of Computer & Cyber Sciences, Dakota State University, 820 N Washington Ave., Madison, SD, 57042, United States

  10. Be Fair! Can Machine Learning Engineering Agents Adhere to Fairness Constraints?

    Jun 3, 2026Anna Richter, Julia Stoyanovich, Sebastian SchelterAlgorithmic FairnessMle-Bench Lite

    BIFOLD & TU Berlin · New York University

  11. Structuring the Space of Sociotechnical Alignment

    Jun 2, 2026Esra Dönmez, Agnieszka FalenskaSocio-Technical SystemsSocial Norms

    Institute for Natural Language Processing, University of Stuttgart · Interchange Forum for Reflecting on Intelligent Systems, University of Stuttgart

  12. Two Wrongs, No Right: Auditing Social-Desirability Bias in LLM Annotators for Computational Social Science

    May 12, 2026Varun KotteLarge Language Model BiasLarge Language Model Annotations

    Independent Researcher

  13. Non-Parametric Rehearsal Learning via Conditional Mean Embeddings

    May 9, 2026Wen-Bo Du, Tian-Zuo Wang, Han-Jia Ye +1Learning-Augmented AlgorithmsKernel Ridge Regression

    National Key Laboratory for Novel Software Technology, Nanjing University, China · School of Artificial Intelligence, Nanjing University, China

  14. Not All Subjectivity Is the Same! Defining Desiderata for the Evaluation of Subjectivity in NLP

    Mar 30, 2026Urja Khurana, Michiel van der Meer, Enrico Liscio +2SubjectivityDesiderata

    Department of Intelligent Systems, Delft University of Technology · Leiden Institute of Advanced Computer Science (LIACS), Leiden University · Computational Linguistics and Text Mining Lab, Vrije Universiteit Amsterdam

  15. When fairness metrics fail: A utility-based perspective on ε\varepsilon-fairness

    May 15, 2024Tolulope Fadina, Thorsten SchmidtAlgorithmic FairnessUtility Maximization

    Actuarial Science and Risk Management, University of Illinois Urbana Champaign, Illinois, USA · Department of Mathematical Stochastics, University of Freiburg, Ermst-Zermelo Str. 2, 79104 Freiburg, Germany

  16. Interpretable factorization of clinical questionnaires to identify latent factors of psychopathology

    Dec 12, 2023Ka Chun Lam, Francisco Pereira, Bridget W Mahony +1Exploratory Factor AnalysisPsychometric Properties

    Machine Learning Core National Institute of Mental Health, National Institutes of Health · Section on Developmental Neurogenomics, Human Genetics Branch National Institute of Mental Health, National Institutes of Health

  17. Unfair Utilities and First Steps Towards Improving Them

    Jun 1, 2023Frederik Hytting Jørgensen, Sebastian Weichwald, Jonas PetersAlgorithmic FairnessUtility Maximization

    Dept. of Mathematical Sciences University of Copenhagen Copenhagen, Denmark · Dept. of Mathematics ETH Zurich Zurich, Switzerland